Epoch 1/1500
Epoch 00000: val_loss improved from inf to 0.05940, saving model to my_model.h5
7s - loss: 0.0811 - val_loss: 0.0594
Epoch 2/1500
Epoch 00001: val_loss improved from 0.05940 to 0.01382, saving model to my_model.h5
3s - loss: 0.0203 - val_loss: 0.0138
Epoch 3/1500
Epoch 00002: val_loss improved from 0.01382 to 0.00869, saving model to my_model.h5
3s - loss: 0.0132 - val_loss: 0.0087
Epoch 4/1500
Epoch 00003: val_loss improved from 0.00869 to 0.00772, saving model to my_model.h5
3s - loss: 0.0110 - val_loss: 0.0077
Epoch 5/1500
Epoch 00004: val_loss improved from 0.00772 to 0.00653, saving model to my_model.h5
3s - loss: 0.0098 - val_loss: 0.0065
Epoch 6/1500
Epoch 00005: val_loss improved from 0.00653 to 0.00557, saving model to my_model.h5
3s - loss: 0.0090 - val_loss: 0.0056
Epoch 7/1500
Epoch 00006: val_loss improved from 0.00557 to 0.00492, saving model to my_model.h5
3s - loss: 0.0086 - val_loss: 0.0049
Epoch 8/1500
Epoch 00007: val_loss did not improve
3s - loss: 0.0082 - val_loss: 0.0053
Epoch 9/1500
Epoch 00008: val_loss did not improve
3s - loss: 0.0079 - val_loss: 0.0054
Epoch 10/1500
Epoch 00009: val_loss did not improve
3s - loss: 0.0076 - val_loss: 0.0052
Epoch 11/1500
Epoch 00010: val_loss improved from 0.00492 to 0.00461, saving model to my_model.h5
3s - loss: 0.0076 - val_loss: 0.0046
Epoch 12/1500
Epoch 00011: val_loss did not improve
3s - loss: 0.0075 - val_loss: 0.0048
Epoch 13/1500
Epoch 00012: val_loss did not improve
3s - loss: 0.0072 - val_loss: 0.0051
Epoch 14/1500
Epoch 00013: val_loss did not improve
3s - loss: 0.0071 - val_loss: 0.0051
Epoch 15/1500
Epoch 00014: val_loss did not improve
3s - loss: 0.0071 - val_loss: 0.0046
Epoch 16/1500
Epoch 00015: val_loss did not improve
3s - loss: 0.0069 - val_loss: 0.0050
Epoch 17/1500
Epoch 00016: val_loss did not improve
3s - loss: 0.0066 - val_loss: 0.0049
Epoch 18/1500
Epoch 00017: val_loss did not improve
3s - loss: 0.0066 - val_loss: 0.0047
Epoch 19/1500
Epoch 00018: val_loss did not improve
3s - loss: 0.0064 - val_loss: 0.0052
Epoch 20/1500
Epoch 00019: val_loss did not improve
3s - loss: 0.0066 - val_loss: 0.0049
Epoch 21/1500
Epoch 00020: val_loss did not improve
3s - loss: 0.0064 - val_loss: 0.0047
Epoch 22/1500
Epoch 00021: val_loss did not improve
3s - loss: 0.0065 - val_loss: 0.0049
Epoch 23/1500
Epoch 00022: val_loss did not improve
3s - loss: 0.0062 - val_loss: 0.0046
Epoch 24/1500
Epoch 00023: val_loss did not improve
3s - loss: 0.0061 - val_loss: 0.0051
Epoch 25/1500
Epoch 00024: val_loss did not improve
3s - loss: 0.0061 - val_loss: 0.0047
Epoch 26/1500
Epoch 00025: val_loss improved from 0.00461 to 0.00449, saving model to my_model.h5
3s - loss: 0.0063 - val_loss: 0.0045
Epoch 27/1500
Epoch 00026: val_loss did not improve
3s - loss: 0.0064 - val_loss: 0.0060
Epoch 28/1500
Epoch 00027: val_loss did not improve
3s - loss: 0.0062 - val_loss: 0.0048
Epoch 29/1500
Epoch 00028: val_loss did not improve
3s - loss: 0.0060 - val_loss: 0.0047
Epoch 30/1500
Epoch 00029: val_loss improved from 0.00449 to 0.00449, saving model to my_model.h5
3s - loss: 0.0059 - val_loss: 0.0045
Epoch 31/1500
Epoch 00030: val_loss did not improve
3s - loss: 0.0059 - val_loss: 0.0050
Epoch 32/1500
Epoch 00031: val_loss did not improve
3s - loss: 0.0060 - val_loss: 0.0047
Epoch 33/1500
Epoch 00032: val_loss did not improve
3s - loss: 0.0061 - val_loss: 0.0050
Epoch 34/1500
Epoch 00033: val_loss improved from 0.00449 to 0.00448, saving model to my_model.h5
3s - loss: 0.0057 - val_loss: 0.0045
Epoch 35/1500
Epoch 00034: val_loss did not improve
3s - loss: 0.0057 - val_loss: 0.0055
Epoch 36/1500
Epoch 00035: val_loss did not improve
3s - loss: 0.0059 - val_loss: 0.0045
Epoch 37/1500
Epoch 00036: val_loss did not improve
3s - loss: 0.0057 - val_loss: 0.0048
Epoch 38/1500
Epoch 00037: val_loss did not improve
3s - loss: 0.0056 - val_loss: 0.0047
Epoch 39/1500
Epoch 00038: val_loss did not improve
3s - loss: 0.0056 - val_loss: 0.0045
Epoch 40/1500
Epoch 00039: val_loss did not improve
3s - loss: 0.0058 - val_loss: 0.0045
Epoch 41/1500
Epoch 00040: val_loss did not improve
3s - loss: 0.0058 - val_loss: 0.0048
Epoch 42/1500
Epoch 00041: val_loss did not improve
3s - loss: 0.0059 - val_loss: 0.0045
Epoch 43/1500
Epoch 00042: val_loss improved from 0.00448 to 0.00437, saving model to my_model.h5
3s - loss: 0.0057 - val_loss: 0.0044
Epoch 44/1500
Epoch 00043: val_loss did not improve
3s - loss: 0.0055 - val_loss: 0.0049
Epoch 45/1500
Epoch 00044: val_loss did not improve
3s - loss: 0.0056 - val_loss: 0.0044
Epoch 46/1500
Epoch 00045: val_loss did not improve
3s - loss: 0.0057 - val_loss: 0.0047
Epoch 47/1500
Epoch 00046: val_loss did not improve
3s - loss: 0.0056 - val_loss: 0.0044
Epoch 48/1500
Epoch 00047: val_loss did not improve
3s - loss: 0.0056 - val_loss: 0.0045
Epoch 49/1500
Epoch 00048: val_loss did not improve
3s - loss: 0.0055 - val_loss: 0.0047
Epoch 50/1500
Epoch 00049: val_loss did not improve
3s - loss: 0.0053 - val_loss: 0.0045
Epoch 51/1500
Epoch 00050: val_loss did not improve
3s - loss: 0.0056 - val_loss: 0.0049
Epoch 52/1500
Epoch 00051: val_loss did not improve
3s - loss: 0.0053 - val_loss: 0.0047
Epoch 53/1500
Epoch 00052: val_loss did not improve
3s - loss: 0.0055 - val_loss: 0.0047
Epoch 54/1500
Epoch 00053: val_loss did not improve
3s - loss: 0.0054 - val_loss: 0.0047
Epoch 55/1500
Epoch 00054: val_loss did not improve
3s - loss: 0.0054 - val_loss: 0.0047
Epoch 56/1500
Epoch 00055: val_loss did not improve
3s - loss: 0.0054 - val_loss: 0.0045
Epoch 57/1500
Epoch 00056: val_loss did not improve
3s - loss: 0.0054 - val_loss: 0.0052
Epoch 58/1500
Epoch 00057: val_loss did not improve
3s - loss: 0.0054 - val_loss: 0.0046
Epoch 59/1500
Epoch 00058: val_loss improved from 0.00437 to 0.00432, saving model to my_model.h5
3s - loss: 0.0052 - val_loss: 0.0043
Epoch 60/1500
Epoch 00059: val_loss did not improve
3s - loss: 0.0054 - val_loss: 0.0045
Epoch 61/1500
Epoch 00060: val_loss did not improve
3s - loss: 0.0051 - val_loss: 0.0053
Epoch 62/1500
Epoch 00061: val_loss improved from 0.00432 to 0.00403, saving model to my_model.h5
3s - loss: 0.0052 - val_loss: 0.0040
Epoch 63/1500
Epoch 00062: val_loss did not improve
3s - loss: 0.0052 - val_loss: 0.0041
Epoch 64/1500
Epoch 00063: val_loss improved from 0.00403 to 0.00399, saving model to my_model.h5
3s - loss: 0.0051 - val_loss: 0.0040
Epoch 65/1500
Epoch 00064: val_loss improved from 0.00399 to 0.00393, saving model to my_model.h5
3s - loss: 0.0049 - val_loss: 0.0039
Epoch 66/1500
Epoch 00065: val_loss did not improve
3s - loss: 0.0050 - val_loss: 0.0046
Epoch 67/1500
Epoch 00066: val_loss did not improve
3s - loss: 0.0049 - val_loss: 0.0040
Epoch 68/1500
Epoch 00067: val_loss improved from 0.00393 to 0.00380, saving model to my_model.h5
3s - loss: 0.0048 - val_loss: 0.0038
Epoch 69/1500
Epoch 00068: val_loss did not improve
3s - loss: 0.0049 - val_loss: 0.0043
Epoch 70/1500
Epoch 00069: val_loss did not improve
3s - loss: 0.0047 - val_loss: 0.0039
Epoch 71/1500
Epoch 00070: val_loss improved from 0.00380 to 0.00353, saving model to my_model.h5
3s - loss: 0.0044 - val_loss: 0.0035
Epoch 72/1500
Epoch 00071: val_loss did not improve
3s - loss: 0.0045 - val_loss: 0.0036
Epoch 73/1500
Epoch 00072: val_loss did not improve
3s - loss: 0.0045 - val_loss: 0.0040
Epoch 74/1500
Epoch 00073: val_loss improved from 0.00353 to 0.00315, saving model to my_model.h5
3s - loss: 0.0043 - val_loss: 0.0031
Epoch 75/1500
Epoch 00074: val_loss improved from 0.00315 to 0.00306, saving model to my_model.h5
3s - loss: 0.0041 - val_loss: 0.0031
Epoch 76/1500
Epoch 00075: val_loss improved from 0.00306 to 0.00286, saving model to my_model.h5
3s - loss: 0.0039 - val_loss: 0.0029
Epoch 77/1500
Epoch 00076: val_loss improved from 0.00286 to 0.00279, saving model to my_model.h5
3s - loss: 0.0039 - val_loss: 0.0028
Epoch 78/1500
Epoch 00077: val_loss did not improve
3s - loss: 0.0039 - val_loss: 0.0037
Epoch 79/1500
Epoch 00078: val_loss did not improve
3s - loss: 0.0040 - val_loss: 0.0032
Epoch 80/1500
Epoch 00079: val_loss improved from 0.00279 to 0.00257, saving model to my_model.h5
3s - loss: 0.0037 - val_loss: 0.0026
Epoch 81/1500
Epoch 00080: val_loss improved from 0.00257 to 0.00227, saving model to my_model.h5
3s - loss: 0.0035 - val_loss: 0.0023
Epoch 82/1500
Epoch 00081: val_loss did not improve
3s - loss: 0.0035 - val_loss: 0.0025
Epoch 83/1500
Epoch 00082: val_loss improved from 0.00227 to 0.00223, saving model to my_model.h5
3s - loss: 0.0033 - val_loss: 0.0022
Epoch 84/1500
Epoch 00083: val_loss did not improve
3s - loss: 0.0033 - val_loss: 0.0023
Epoch 85/1500
Epoch 00084: val_loss improved from 0.00223 to 0.00220, saving model to my_model.h5
3s - loss: 0.0033 - val_loss: 0.0022
Epoch 86/1500
Epoch 00085: val_loss improved from 0.00220 to 0.00206, saving model to my_model.h5
3s - loss: 0.0033 - val_loss: 0.0021
Epoch 87/1500
Epoch 00086: val_loss improved from 0.00206 to 0.00201, saving model to my_model.h5
4s - loss: 0.0031 - val_loss: 0.0020
Epoch 88/1500
Epoch 00087: val_loss did not improve
3s - loss: 0.0031 - val_loss: 0.0022
Epoch 89/1500
Epoch 00088: val_loss did not improve
3s - loss: 0.0031 - val_loss: 0.0022
Epoch 90/1500
Epoch 00089: val_loss improved from 0.00201 to 0.00186, saving model to my_model.h5
3s - loss: 0.0030 - val_loss: 0.0019
Epoch 91/1500
Epoch 00090: val_loss did not improve
3s - loss: 0.0030 - val_loss: 0.0019
Epoch 92/1500
Epoch 00091: val_loss did not improve
3s - loss: 0.0030 - val_loss: 0.0019
Epoch 93/1500
Epoch 00092: val_loss improved from 0.00186 to 0.00182, saving model to my_model.h5
3s - loss: 0.0030 - val_loss: 0.0018
Epoch 94/1500
Epoch 00093: val_loss did not improve
3s - loss: 0.0030 - val_loss: 0.0020
Epoch 95/1500
Epoch 00094: val_loss did not improve
3s - loss: 0.0029 - val_loss: 0.0019
Epoch 96/1500
Epoch 00095: val_loss improved from 0.00182 to 0.00176, saving model to my_model.h5
4s - loss: 0.0028 - val_loss: 0.0018
Epoch 97/1500
Epoch 00096: val_loss improved from 0.00176 to 0.00167, saving model to my_model.h5
3s - loss: 0.0028 - val_loss: 0.0017
Epoch 98/1500
Epoch 00097: val_loss improved from 0.00167 to 0.00165, saving model to my_model.h5
3s - loss: 0.0029 - val_loss: 0.0016
Epoch 99/1500
Epoch 00098: val_loss did not improve
3s - loss: 0.0027 - val_loss: 0.0017
Epoch 100/1500
Epoch 00099: val_loss improved from 0.00165 to 0.00158, saving model to my_model.h5
3s - loss: 0.0028 - val_loss: 0.0016
Epoch 101/1500
Epoch 00100: val_loss did not improve
3s - loss: 0.0027 - val_loss: 0.0016
Epoch 102/1500
Epoch 00101: val_loss improved from 0.00158 to 0.00155, saving model to my_model.h5
3s - loss: 0.0027 - val_loss: 0.0015
Epoch 103/1500
Epoch 00102: val_loss did not improve
3s - loss: 0.0025 - val_loss: 0.0016
Epoch 104/1500
Epoch 00103: val_loss improved from 0.00155 to 0.00154, saving model to my_model.h5
3s - loss: 0.0027 - val_loss: 0.0015
Epoch 105/1500
Epoch 00104: val_loss did not improve
3s - loss: 0.0026 - val_loss: 0.0015
Epoch 106/1500
Epoch 00105: val_loss improved from 0.00154 to 0.00147, saving model to my_model.h5
3s - loss: 0.0026 - val_loss: 0.0015
Epoch 107/1500
Epoch 00106: val_loss did not improve
3s - loss: 0.0026 - val_loss: 0.0018
Epoch 108/1500
Epoch 00107: val_loss did not improve
3s - loss: 0.0026 - val_loss: 0.0015
Epoch 109/1500
Epoch 00108: val_loss improved from 0.00147 to 0.00140, saving model to my_model.h5
3s - loss: 0.0024 - val_loss: 0.0014
Epoch 110/1500
Epoch 00109: val_loss improved from 0.00140 to 0.00140, saving model to my_model.h5
3s - loss: 0.0024 - val_loss: 0.0014
Epoch 111/1500
Epoch 00110: val_loss improved from 0.00140 to 0.00138, saving model to my_model.h5
3s - loss: 0.0024 - val_loss: 0.0014
Epoch 112/1500
Epoch 00111: val_loss did not improve
3s - loss: 0.0024 - val_loss: 0.0015
Epoch 113/1500
Epoch 00112: val_loss did not improve
3s - loss: 0.0024 - val_loss: 0.0014
Epoch 114/1500
Epoch 00113: val_loss improved from 0.00138 to 0.00133, saving model to my_model.h5
3s - loss: 0.0024 - val_loss: 0.0013
Epoch 115/1500
Epoch 00114: val_loss improved from 0.00133 to 0.00132, saving model to my_model.h5
3s - loss: 0.0024 - val_loss: 0.0013
Epoch 116/1500
Epoch 00115: val_loss did not improve
3s - loss: 0.0023 - val_loss: 0.0014
Epoch 117/1500
Epoch 00116: val_loss improved from 0.00132 to 0.00132, saving model to my_model.h5
3s - loss: 0.0023 - val_loss: 0.0013
Epoch 118/1500
Epoch 00117: val_loss did not improve
3s - loss: 0.0024 - val_loss: 0.0014
Epoch 119/1500
Epoch 00118: val_loss did not improve
3s - loss: 0.0023 - val_loss: 0.0013
Epoch 120/1500
Epoch 00119: val_loss improved from 0.00132 to 0.00130, saving model to my_model.h5
3s - loss: 0.0022 - val_loss: 0.0013
Epoch 121/1500
Epoch 00120: val_loss improved from 0.00130 to 0.00128, saving model to my_model.h5
3s - loss: 0.0022 - val_loss: 0.0013
Epoch 122/1500
Epoch 00121: val_loss did not improve
3s - loss: 0.0022 - val_loss: 0.0013
Epoch 123/1500
Epoch 00122: val_loss did not improve
3s - loss: 0.0023 - val_loss: 0.0013
Epoch 124/1500
Epoch 00123: val_loss did not improve
3s - loss: 0.0022 - val_loss: 0.0013
Epoch 125/1500
Epoch 00124: val_loss did not improve
3s - loss: 0.0021 - val_loss: 0.0013
Epoch 126/1500
Epoch 00125: val_loss did not improve
3s - loss: 0.0023 - val_loss: 0.0014
Epoch 127/1500
Epoch 00126: val_loss improved from 0.00128 to 0.00124, saving model to my_model.h5
3s - loss: 0.0023 - val_loss: 0.0012
Epoch 128/1500
Epoch 00127: val_loss did not improve
3s - loss: 0.0022 - val_loss: 0.0014
Epoch 129/1500
Epoch 00128: val_loss improved from 0.00124 to 0.00122, saving model to my_model.h5
3s - loss: 0.0022 - val_loss: 0.0012
Epoch 130/1500
Epoch 00129: val_loss did not improve
3s - loss: 0.0022 - val_loss: 0.0012
Epoch 131/1500
Epoch 00130: val_loss improved from 0.00122 to 0.00117, saving model to my_model.h5
3s - loss: 0.0022 - val_loss: 0.0012
Epoch 132/1500
Epoch 00131: val_loss did not improve
3s - loss: 0.0021 - val_loss: 0.0012
Epoch 133/1500
Epoch 00132: val_loss did not improve
3s - loss: 0.0020 - val_loss: 0.0012
Epoch 134/1500
Epoch 00133: val_loss did not improve
3s - loss: 0.0021 - val_loss: 0.0012
Epoch 135/1500
Epoch 00134: val_loss improved from 0.00117 to 0.00115, saving model to my_model.h5
3s - loss: 0.0021 - val_loss: 0.0011
Epoch 136/1500
Epoch 00135: val_loss did not improve
3s - loss: 0.0020 - val_loss: 0.0012
Epoch 137/1500
Epoch 00136: val_loss improved from 0.00115 to 0.00114, saving model to my_model.h5
3s - loss: 0.0020 - val_loss: 0.0011
Epoch 138/1500
Epoch 00137: val_loss improved from 0.00114 to 0.00113, saving model to my_model.h5
3s - loss: 0.0020 - val_loss: 0.0011
Epoch 139/1500
Epoch 00138: val_loss did not improve
3s - loss: 0.0020 - val_loss: 0.0013
Epoch 140/1500
Epoch 00139: val_loss improved from 0.00113 to 0.00112, saving model to my_model.h5
3s - loss: 0.0021 - val_loss: 0.0011
Epoch 141/1500
Epoch 00140: val_loss did not improve
3s - loss: 0.0021 - val_loss: 0.0012
Epoch 142/1500
Epoch 00141: val_loss improved from 0.00112 to 0.00112, saving model to my_model.h5
3s - loss: 0.0020 - val_loss: 0.0011
Epoch 143/1500
Epoch 00142: val_loss did not improve
3s - loss: 0.0020 - val_loss: 0.0012
Epoch 144/1500
Epoch 00143: val_loss improved from 0.00112 to 0.00109, saving model to my_model.h5
3s - loss: 0.0020 - val_loss: 0.0011
Epoch 145/1500
Epoch 00144: val_loss did not improve
3s - loss: 0.0020 - val_loss: 0.0011
Epoch 146/1500
Epoch 00145: val_loss did not improve
3s - loss: 0.0019 - val_loss: 0.0011
Epoch 147/1500
Epoch 00146: val_loss did not improve
3s - loss: 0.0019 - val_loss: 0.0011
Epoch 148/1500
Epoch 00147: val_loss improved from 0.00109 to 0.00109, saving model to my_model.h5
3s - loss: 0.0019 - val_loss: 0.0011
Epoch 149/1500
Epoch 00148: val_loss did not improve
3s - loss: 0.0020 - val_loss: 0.0011
Epoch 150/1500
Epoch 00149: val_loss improved from 0.00109 to 0.00107, saving model to my_model.h5
3s - loss: 0.0020 - val_loss: 0.0011
Epoch 151/1500
Epoch 00150: val_loss improved from 0.00107 to 0.00107, saving model to my_model.h5
3s - loss: 0.0019 - val_loss: 0.0011
Epoch 152/1500
Epoch 00151: val_loss did not improve
3s - loss: 0.0019 - val_loss: 0.0011
Epoch 153/1500
Epoch 00152: val_loss improved from 0.00107 to 0.00104, saving model to my_model.h5
6s - loss: 0.0019 - val_loss: 0.0010
Epoch 154/1500
Epoch 00153: val_loss did not improve
4s - loss: 0.0019 - val_loss: 0.0011
Epoch 155/1500
Epoch 00154: val_loss improved from 0.00104 to 0.00103, saving model to my_model.h5
3s - loss: 0.0019 - val_loss: 0.0010
Epoch 156/1500
Epoch 00155: val_loss did not improve
3s - loss: 0.0019 - val_loss: 0.0011
Epoch 157/1500
Epoch 00156: val_loss did not improve
3s - loss: 0.0019 - val_loss: 0.0011
Epoch 158/1500
Epoch 00157: val_loss did not improve
3s - loss: 0.0018 - val_loss: 0.0010
Epoch 159/1500
Epoch 00158: val_loss improved from 0.00103 to 0.00103, saving model to my_model.h5
3s - loss: 0.0018 - val_loss: 0.0010
Epoch 160/1500
Epoch 00159: val_loss improved from 0.00103 to 0.00102, saving model to my_model.h5
3s - loss: 0.0019 - val_loss: 0.0010
Epoch 161/1500
Epoch 00160: val_loss improved from 0.00102 to 0.00099, saving model to my_model.h5
3s - loss: 0.0018 - val_loss: 9.9125e-04
Epoch 162/1500
Epoch 00161: val_loss did not improve
3s - loss: 0.0018 - val_loss: 0.0010
Epoch 163/1500
Epoch 00162: val_loss did not improve
3s - loss: 0.0018 - val_loss: 0.0011
Epoch 164/1500
Epoch 00163: val_loss did not improve
3s - loss: 0.0019 - val_loss: 0.0010
Epoch 165/1500
Epoch 00164: val_loss did not improve
3s - loss: 0.0018 - val_loss: 0.0011
Epoch 166/1500
Epoch 00165: val_loss did not improve
3s - loss: 0.0018 - val_loss: 0.0011
Epoch 167/1500
Epoch 00166: val_loss did not improve
3s - loss: 0.0018 - val_loss: 0.0010
Epoch 168/1500
Epoch 00167: val_loss improved from 0.00099 to 0.00096, saving model to my_model.h5
3s - loss: 0.0018 - val_loss: 9.5782e-04
Epoch 169/1500
Epoch 00168: val_loss did not improve
3s - loss: 0.0018 - val_loss: 9.9671e-04
Epoch 170/1500
Epoch 00169: val_loss did not improve
3s - loss: 0.0018 - val_loss: 0.0010
Epoch 171/1500
Epoch 00170: val_loss did not improve
3s - loss: 0.0018 - val_loss: 9.8167e-04
Epoch 172/1500
Epoch 00171: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.9253e-04
Epoch 173/1500
Epoch 00172: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.8815e-04
Epoch 174/1500
Epoch 00173: val_loss did not improve
3s - loss: 0.0018 - val_loss: 9.9718e-04
Epoch 175/1500
Epoch 00174: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.8071e-04
Epoch 176/1500
Epoch 00175: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.7539e-04
Epoch 177/1500
Epoch 00176: val_loss did not improve
3s - loss: 0.0017 - val_loss: 0.0010
Epoch 178/1500
Epoch 00177: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.8000e-04
Epoch 179/1500
Epoch 00178: val_loss improved from 0.00096 to 0.00096, saving model to my_model.h5
3s - loss: 0.0018 - val_loss: 9.5759e-04
Epoch 180/1500
Epoch 00179: val_loss improved from 0.00096 to 0.00092, saving model to my_model.h5
3s - loss: 0.0017 - val_loss: 9.2106e-04
Epoch 181/1500
Epoch 00180: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.6269e-04
Epoch 182/1500
Epoch 00181: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.3663e-04
Epoch 183/1500
Epoch 00182: val_loss improved from 0.00092 to 0.00092, saving model to my_model.h5
3s - loss: 0.0017 - val_loss: 9.1954e-04
Epoch 184/1500
Epoch 00183: val_loss improved from 0.00092 to 0.00090, saving model to my_model.h5
3s - loss: 0.0017 - val_loss: 8.9534e-04
Epoch 185/1500
Epoch 00184: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.7631e-04
Epoch 186/1500
Epoch 00185: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.7738e-04
Epoch 187/1500
Epoch 00186: val_loss did not improve
3s - loss: 0.0016 - val_loss: 9.0323e-04
Epoch 188/1500
Epoch 00187: val_loss did not improve
3s - loss: 0.0016 - val_loss: 9.7435e-04
Epoch 189/1500
Epoch 00188: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.7250e-04
Epoch 190/1500
Epoch 00189: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.1583e-04
Epoch 191/1500
Epoch 00190: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.0659e-04
Epoch 192/1500
Epoch 00191: val_loss did not improve
3s - loss: 0.0016 - val_loss: 9.2724e-04
Epoch 193/1500
Epoch 00192: val_loss did not improve
3s - loss: 0.0017 - val_loss: 9.3118e-04
Epoch 194/1500
Epoch 00193: val_loss did not improve
3s - loss: 0.0016 - val_loss: 9.5236e-04
Epoch 195/1500
Epoch 00194: val_loss improved from 0.00090 to 0.00089, saving model to my_model.h5
3s - loss: 0.0016 - val_loss: 8.9201e-04
Epoch 196/1500
Epoch 00195: val_loss did not improve
3s - loss: 0.0016 - val_loss: 0.0010
Epoch 197/1500
Epoch 00196: val_loss did not improve
3s - loss: 0.0016 - val_loss: 9.0330e-04
Epoch 198/1500
Epoch 00197: val_loss did not improve
3s - loss: 0.0016 - val_loss: 8.9365e-04
Epoch 199/1500
Epoch 00198: val_loss improved from 0.00089 to 0.00086, saving model to my_model.h5
3s - loss: 0.0016 - val_loss: 8.5934e-04
Epoch 200/1500
Epoch 00199: val_loss did not improve
3s - loss: 0.0016 - val_loss: 9.1249e-04
Epoch 201/1500
Epoch 00200: val_loss did not improve
3s - loss: 0.0016 - val_loss: 8.9316e-04
Epoch 202/1500
Epoch 00201: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.8503e-04
Epoch 203/1500
Epoch 00202: val_loss did not improve
3s - loss: 0.0016 - val_loss: 8.5988e-04
Epoch 204/1500
Epoch 00203: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.7863e-04
Epoch 205/1500
Epoch 00204: val_loss did not improve
3s - loss: 0.0016 - val_loss: 8.8603e-04
Epoch 206/1500
Epoch 00205: val_loss did not improve
3s - loss: 0.0016 - val_loss: 9.3276e-04
Epoch 207/1500
Epoch 00206: val_loss did not improve
3s - loss: 0.0016 - val_loss: 9.4261e-04
Epoch 208/1500
Epoch 00207: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.8836e-04
Epoch 209/1500
Epoch 00208: val_loss did not improve
3s - loss: 0.0015 - val_loss: 9.2911e-04
Epoch 210/1500
Epoch 00209: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.9785e-04
Epoch 211/1500
Epoch 00210: val_loss did not improve
3s - loss: 0.0016 - val_loss: 8.7665e-04
Epoch 212/1500
Epoch 00211: val_loss did not improve
3s - loss: 0.0015 - val_loss: 9.1245e-04
Epoch 213/1500
Epoch 00212: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.6512e-04
Epoch 214/1500
Epoch 00213: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.8770e-04
Epoch 215/1500
Epoch 00214: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.6712e-04
Epoch 216/1500
Epoch 00215: val_loss did not improve
3s - loss: 0.0016 - val_loss: 8.6932e-04
Epoch 217/1500
Epoch 00216: val_loss improved from 0.00086 to 0.00085, saving model to my_model.h5
3s - loss: 0.0015 - val_loss: 8.4515e-04
Epoch 218/1500
Epoch 00217: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.7688e-04
Epoch 219/1500
Epoch 00218: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.7378e-04
Epoch 220/1500
Epoch 00219: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.6192e-04
Epoch 221/1500
Epoch 00220: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.5098e-04
Epoch 222/1500
Epoch 00221: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.6529e-04
Epoch 223/1500
Epoch 00222: val_loss did not improve
3s - loss: 0.0015 - val_loss: 9.2543e-04
Epoch 224/1500
Epoch 00223: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.5053e-04
Epoch 225/1500
Epoch 00224: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.5800e-04
Epoch 226/1500
Epoch 00225: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.7354e-04
Epoch 227/1500
Epoch 00226: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.4899e-04
Epoch 228/1500
Epoch 00227: val_loss improved from 0.00085 to 0.00082, saving model to my_model.h5
3s - loss: 0.0015 - val_loss: 8.2073e-04
Epoch 229/1500
Epoch 00228: val_loss improved from 0.00082 to 0.00082, saving model to my_model.h5
3s - loss: 0.0015 - val_loss: 8.1711e-04
Epoch 230/1500
Epoch 00229: val_loss did not improve
3s - loss: 0.0014 - val_loss: 9.2542e-04
Epoch 231/1500
Epoch 00230: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.6518e-04
Epoch 232/1500
Epoch 00231: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.3898e-04
Epoch 233/1500
Epoch 00232: val_loss improved from 0.00082 to 0.00082, saving model to my_model.h5
3s - loss: 0.0015 - val_loss: 8.1608e-04
Epoch 234/1500
Epoch 00233: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.2205e-04
Epoch 235/1500
Epoch 00234: val_loss did not improve
3s - loss: 0.0015 - val_loss: 8.2513e-04
Epoch 236/1500
Epoch 00235: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.2612e-04
Epoch 237/1500
Epoch 00236: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.9325e-04
Epoch 238/1500
Epoch 00237: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.1799e-04
Epoch 239/1500
Epoch 00238: val_loss improved from 0.00082 to 0.00081, saving model to my_model.h5
3s - loss: 0.0014 - val_loss: 8.1220e-04
Epoch 240/1500
Epoch 00239: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.7636e-04
Epoch 241/1500
Epoch 00240: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.1379e-04
Epoch 242/1500
Epoch 00241: val_loss improved from 0.00081 to 0.00080, saving model to my_model.h5
3s - loss: 0.0013 - val_loss: 7.9996e-04
Epoch 243/1500
Epoch 00242: val_loss improved from 0.00080 to 0.00079, saving model to my_model.h5
3s - loss: 0.0014 - val_loss: 7.8680e-04
Epoch 244/1500
Epoch 00243: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.0873e-04
Epoch 245/1500
Epoch 00244: val_loss did not improve
3s - loss: 0.0013 - val_loss: 8.4088e-04
Epoch 246/1500
Epoch 00245: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.0362e-04
Epoch 247/1500
Epoch 00246: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.0135e-04
Epoch 248/1500
Epoch 00247: val_loss did not improve
3s - loss: 0.0014 - val_loss: 7.9996e-04
Epoch 249/1500
Epoch 00248: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.1285e-04
Epoch 250/1500
Epoch 00249: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.1171e-04
Epoch 251/1500
Epoch 00250: val_loss did not improve
3s - loss: 0.0014 - val_loss: 8.2047e-04
Epoch 252/1500
Epoch 00251: val_loss did not improve
3s - loss: 0.0014 - val_loss: 7.9724e-04
Epoch 253/1500
Epoch 00252: val_loss did not improve
3s - loss: 0.0013 - val_loss: 8.2711e-04
Epoch 254/1500
Epoch 00253: val_loss did not improve
3s - loss: 0.0013 - val_loss: 8.1367e-04
Epoch 255/1500
Epoch 00254: val_loss did not improve
3s - loss: 0.0013 - val_loss: 8.0454e-04
Epoch 256/1500
Epoch 00255: val_loss did not improve
3s - loss: 0.0014 - val_loss: 7.9288e-04
Epoch 257/1500
Epoch 00256: val_loss improved from 0.00079 to 0.00078, saving model to my_model.h5
3s - loss: 0.0013 - val_loss: 7.7711e-04
Epoch 258/1500
Epoch 00257: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.8939e-04
Epoch 259/1500
Epoch 00258: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.8926e-04
Epoch 260/1500
Epoch 00259: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.8502e-04
Epoch 261/1500
Epoch 00260: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.7938e-04
Epoch 262/1500
Epoch 00261: val_loss did not improve
3s - loss: 0.0013 - val_loss: 8.2240e-04
Epoch 263/1500
Epoch 00262: val_loss did not improve
3s - loss: 0.0013 - val_loss: 8.1036e-04
Epoch 264/1500
Epoch 00263: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.9417e-04
Epoch 265/1500
Epoch 00264: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.8514e-04
Epoch 266/1500
Epoch 00265: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.8713e-04
Epoch 267/1500
Epoch 00266: val_loss did not improve
3s - loss: 0.0013 - val_loss: 8.0368e-04
Epoch 268/1500
Epoch 00267: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.8991e-04
Epoch 269/1500
Epoch 00268: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.7711e-04
Epoch 270/1500
Epoch 00269: val_loss did not improve
3s - loss: 0.0013 - val_loss: 8.0170e-04
Epoch 271/1500
Epoch 00270: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.9354e-04
Epoch 272/1500
Epoch 00271: val_loss improved from 0.00078 to 0.00077, saving model to my_model.h5
3s - loss: 0.0013 - val_loss: 7.6841e-04
Epoch 273/1500
Epoch 00272: val_loss improved from 0.00077 to 0.00074, saving model to my_model.h5
3s - loss: 0.0013 - val_loss: 7.4360e-04
Epoch 274/1500
Epoch 00273: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.8408e-04
Epoch 275/1500
Epoch 00274: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.8468e-04
Epoch 276/1500
Epoch 00275: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.6492e-04
Epoch 277/1500
Epoch 00276: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.5283e-04
Epoch 278/1500
Epoch 00277: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.5164e-04
Epoch 279/1500
Epoch 00278: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.4984e-04
Epoch 280/1500
Epoch 00279: val_loss improved from 0.00074 to 0.00074, saving model to my_model.h5
3s - loss: 0.0012 - val_loss: 7.3961e-04
Epoch 281/1500
Epoch 00280: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.5201e-04
Epoch 282/1500
Epoch 00281: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.4652e-04
Epoch 283/1500
Epoch 00282: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.5559e-04
Epoch 284/1500
Epoch 00283: val_loss improved from 0.00074 to 0.00074, saving model to my_model.h5
3s - loss: 0.0013 - val_loss: 7.3905e-04
Epoch 285/1500
Epoch 00284: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.6042e-04
Epoch 286/1500
Epoch 00285: val_loss improved from 0.00074 to 0.00074, saving model to my_model.h5
3s - loss: 0.0013 - val_loss: 7.3546e-04
Epoch 287/1500
Epoch 00286: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.4781e-04
Epoch 288/1500
Epoch 00287: val_loss improved from 0.00074 to 0.00074, saving model to my_model.h5
3s - loss: 0.0013 - val_loss: 7.3545e-04
Epoch 289/1500
Epoch 00288: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.5916e-04
Epoch 290/1500
Epoch 00289: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.7142e-04
Epoch 291/1500
Epoch 00290: val_loss improved from 0.00074 to 0.00073, saving model to my_model.h5
3s - loss: 0.0012 - val_loss: 7.3277e-04
Epoch 292/1500
Epoch 00291: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.4579e-04
Epoch 293/1500
Epoch 00292: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.3357e-04
Epoch 294/1500
Epoch 00293: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.6056e-04
Epoch 295/1500
Epoch 00294: val_loss did not improve
3s - loss: 0.0013 - val_loss: 7.3551e-04
Epoch 296/1500
Epoch 00295: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.3517e-04
Epoch 297/1500
Epoch 00296: val_loss improved from 0.00073 to 0.00073, saving model to my_model.h5
3s - loss: 0.0012 - val_loss: 7.2884e-04
Epoch 298/1500
Epoch 00297: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.9437e-04
Epoch 299/1500
Epoch 00298: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.3397e-04
Epoch 300/1500
Epoch 00299: val_loss improved from 0.00073 to 0.00073, saving model to my_model.h5
3s - loss: 0.0012 - val_loss: 7.2796e-04
Epoch 301/1500
Epoch 00300: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.3100e-04
Epoch 302/1500
Epoch 00301: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.4192e-04
Epoch 303/1500
Epoch 00302: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.4415e-04
Epoch 304/1500
Epoch 00303: val_loss improved from 0.00073 to 0.00072, saving model to my_model.h5
3s - loss: 0.0012 - val_loss: 7.1713e-04
Epoch 305/1500
Epoch 00304: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.4028e-04
Epoch 306/1500
Epoch 00305: val_loss improved from 0.00072 to 0.00072, saving model to my_model.h5
3s - loss: 0.0012 - val_loss: 7.1581e-04
Epoch 307/1500
Epoch 00306: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.7058e-04
Epoch 308/1500
Epoch 00307: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.2563e-04
Epoch 309/1500
Epoch 00308: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.2485e-04
Epoch 310/1500
Epoch 00309: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.2453e-04
Epoch 311/1500
Epoch 00310: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.4046e-04
Epoch 312/1500
Epoch 00311: val_loss improved from 0.00072 to 0.00072, saving model to my_model.h5
3s - loss: 0.0012 - val_loss: 7.1575e-04
Epoch 313/1500
Epoch 00312: val_loss improved from 0.00072 to 0.00070, saving model to my_model.h5
3s - loss: 0.0012 - val_loss: 6.9679e-04
Epoch 314/1500
Epoch 00313: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0371e-04
Epoch 315/1500
Epoch 00314: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.3030e-04
Epoch 316/1500
Epoch 00315: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.5382e-04
Epoch 317/1500
Epoch 00316: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.1519e-04
Epoch 318/1500
Epoch 00317: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.2914e-04
Epoch 319/1500
Epoch 00318: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.1272e-04
Epoch 320/1500
Epoch 00319: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0794e-04
Epoch 321/1500
Epoch 00320: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.1550e-04
Epoch 322/1500
Epoch 00321: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.1621e-04
Epoch 323/1500
Epoch 00322: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.2063e-04
Epoch 324/1500
Epoch 00323: val_loss improved from 0.00070 to 0.00069, saving model to my_model.h5
3s - loss: 0.0011 - val_loss: 6.9449e-04
Epoch 325/1500
Epoch 00324: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.1252e-04
Epoch 326/1500
Epoch 00325: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0842e-04
Epoch 327/1500
Epoch 00326: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0292e-04
Epoch 328/1500
Epoch 00327: val_loss improved from 0.00069 to 0.00068, saving model to my_model.h5
3s - loss: 0.0011 - val_loss: 6.8439e-04
Epoch 329/1500
Epoch 00328: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0757e-04
Epoch 330/1500
Epoch 00329: val_loss did not improve
3s - loss: 0.0012 - val_loss: 7.1285e-04
Epoch 331/1500
Epoch 00330: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0321e-04
Epoch 332/1500
Epoch 00331: val_loss did not improve
3s - loss: 0.0011 - val_loss: 6.9534e-04
Epoch 333/1500
Epoch 00332: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0241e-04
Epoch 334/1500
Epoch 00333: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.2159e-04
Epoch 335/1500
Epoch 00334: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0328e-04
Epoch 336/1500
Epoch 00335: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.1074e-04
Epoch 337/1500
Epoch 00336: val_loss did not improve
3s - loss: 0.0011 - val_loss: 6.9043e-04
Epoch 338/1500
Epoch 00337: val_loss improved from 0.00068 to 0.00067, saving model to my_model.h5
3s - loss: 0.0011 - val_loss: 6.7441e-04
Epoch 339/1500
Epoch 00338: val_loss did not improve
3s - loss: 0.0011 - val_loss: 6.7704e-04
Epoch 340/1500
Epoch 00339: val_loss did not improve
3s - loss: 0.0010 - val_loss: 7.1044e-04
Epoch 341/1500
Epoch 00340: val_loss improved from 0.00067 to 0.00067, saving model to my_model.h5
3s - loss: 0.0011 - val_loss: 6.7224e-04
Epoch 342/1500
Epoch 00341: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.1225e-04
Epoch 343/1500
Epoch 00342: val_loss did not improve
3s - loss: 0.0011 - val_loss: 6.7252e-04
Epoch 344/1500
Epoch 00343: val_loss did not improve
3s - loss: 0.0011 - val_loss: 6.8861e-04
Epoch 345/1500
Epoch 00344: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0348e-04
Epoch 346/1500
Epoch 00345: val_loss did not improve
3s - loss: 0.0011 - val_loss: 6.9397e-04
Epoch 347/1500
Epoch 00346: val_loss did not improve
3s - loss: 0.0011 - val_loss: 7.0296e-04
Epoch 348/1500
Epoch 00347: val_loss did not improve
3s - loss: 0.0010 - val_loss: 7.4490e-04
Epoch 349/1500
Epoch 00348: val_loss did not improve
3s - loss: 0.0011 - val_loss: 6.7573e-04
Epoch 350/1500
Epoch 00349: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.8280e-04
Epoch 351/1500
Epoch 00350: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.8534e-04
Epoch 352/1500
Epoch 00351: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.8028e-04
Epoch 353/1500
Epoch 00352: val_loss did not improve
3s - loss: 0.0011 - val_loss: 6.9112e-04
Epoch 354/1500
Epoch 00353: val_loss did not improve
3s - loss: 0.0011 - val_loss: 6.7840e-04
Epoch 355/1500
Epoch 00354: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.9388e-04
Epoch 356/1500
Epoch 00355: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.8581e-04
Epoch 357/1500
Epoch 00356: val_loss improved from 0.00067 to 0.00067, saving model to my_model.h5
3s - loss: 0.0010 - val_loss: 6.7177e-04
Epoch 358/1500
Epoch 00357: val_loss improved from 0.00067 to 0.00066, saving model to my_model.h5
3s - loss: 0.0011 - val_loss: 6.6323e-04
Epoch 359/1500
Epoch 00358: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.7382e-04
Epoch 360/1500
Epoch 00359: val_loss did not improve
3s - loss: 0.0010 - val_loss: 7.0716e-04
Epoch 361/1500
Epoch 00360: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.9655e-04
Epoch 362/1500
Epoch 00361: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.9725e-04
Epoch 363/1500
Epoch 00362: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.6858e-04
Epoch 364/1500
Epoch 00363: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.7364e-04
Epoch 365/1500
Epoch 00364: val_loss improved from 0.00066 to 0.00066, saving model to my_model.h5
3s - loss: 0.0010 - val_loss: 6.6304e-04
Epoch 366/1500
Epoch 00365: val_loss did not improve
3s - loss: 9.7641e-04 - val_loss: 6.6427e-04
Epoch 367/1500
Epoch 00366: val_loss did not improve
3s - loss: 9.7060e-04 - val_loss: 7.0062e-04
Epoch 368/1500
Epoch 00367: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.8613e-04
Epoch 369/1500
Epoch 00368: val_loss did not improve
3s - loss: 9.9906e-04 - val_loss: 6.9158e-04
Epoch 370/1500
Epoch 00369: val_loss did not improve
3s - loss: 9.7882e-04 - val_loss: 6.6359e-04
Epoch 371/1500
Epoch 00370: val_loss improved from 0.00066 to 0.00065, saving model to my_model.h5
3s - loss: 0.0010 - val_loss: 6.5480e-04
Epoch 372/1500
Epoch 00371: val_loss did not improve
3s - loss: 9.9083e-04 - val_loss: 6.6186e-04
Epoch 373/1500
Epoch 00372: val_loss did not improve
3s - loss: 9.9927e-04 - val_loss: 6.5510e-04
Epoch 374/1500
Epoch 00373: val_loss did not improve
3s - loss: 9.9001e-04 - val_loss: 6.7200e-04
Epoch 375/1500
Epoch 00374: val_loss did not improve
3s - loss: 9.6387e-04 - val_loss: 6.8273e-04
Epoch 376/1500
Epoch 00375: val_loss did not improve
3s - loss: 9.9645e-04 - val_loss: 6.8326e-04
Epoch 377/1500
Epoch 00376: val_loss did not improve
3s - loss: 9.9917e-04 - val_loss: 6.7650e-04
Epoch 378/1500
Epoch 00377: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.6325e-04
Epoch 379/1500
Epoch 00378: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.6317e-04
Epoch 380/1500
Epoch 00379: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.7509e-04
Epoch 381/1500
Epoch 00380: val_loss did not improve
3s - loss: 9.8707e-04 - val_loss: 6.6310e-04
Epoch 382/1500
Epoch 00381: val_loss did not improve
3s - loss: 9.5767e-04 - val_loss: 6.7001e-04
Epoch 383/1500
Epoch 00382: val_loss did not improve
3s - loss: 9.8763e-04 - val_loss: 6.5700e-04
Epoch 384/1500
Epoch 00383: val_loss did not improve
3s - loss: 9.7531e-04 - val_loss: 6.7956e-04
Epoch 385/1500
Epoch 00384: val_loss improved from 0.00065 to 0.00065, saving model to my_model.h5
3s - loss: 9.5182e-04 - val_loss: 6.5219e-04
Epoch 386/1500
Epoch 00385: val_loss did not improve
3s - loss: 9.7138e-04 - val_loss: 6.6270e-04
Epoch 387/1500
Epoch 00386: val_loss did not improve
3s - loss: 9.5890e-04 - val_loss: 6.6193e-04
Epoch 388/1500
Epoch 00387: val_loss did not improve
3s - loss: 0.0010 - val_loss: 6.5303e-04
Epoch 389/1500
Epoch 00388: val_loss did not improve
3s - loss: 9.5593e-04 - val_loss: 6.6237e-04
Epoch 390/1500
Epoch 00389: val_loss did not improve
3s - loss: 9.6215e-04 - val_loss: 6.5585e-04
Epoch 391/1500
Epoch 00390: val_loss did not improve
3s - loss: 9.0396e-04 - val_loss: 6.6676e-04
Epoch 392/1500
Epoch 00391: val_loss improved from 0.00065 to 0.00064, saving model to my_model.h5
3s - loss: 9.5869e-04 - val_loss: 6.4273e-04
Epoch 393/1500
Epoch 00392: val_loss did not improve
3s - loss: 9.7143e-04 - val_loss: 6.5103e-04
Epoch 394/1500
Epoch 00393: val_loss did not improve
3s - loss: 9.3385e-04 - val_loss: 6.7118e-04
Epoch 395/1500
Epoch 00394: val_loss did not improve
3s - loss: 9.9011e-04 - val_loss: 6.6054e-04
Epoch 396/1500
Epoch 00395: val_loss did not improve
3s - loss: 9.8537e-04 - val_loss: 6.8153e-04
Epoch 397/1500
Epoch 00396: val_loss did not improve
3s - loss: 9.8043e-04 - val_loss: 6.5719e-04
Epoch 398/1500
Epoch 00397: val_loss did not improve
3s - loss: 9.2762e-04 - val_loss: 6.6988e-04
Epoch 399/1500
Epoch 00398: val_loss did not improve
3s - loss: 9.3276e-04 - val_loss: 6.5932e-04
Epoch 400/1500
Epoch 00399: val_loss did not improve
3s - loss: 9.2507e-04 - val_loss: 6.6358e-04
Epoch 401/1500
Epoch 00400: val_loss improved from 0.00064 to 0.00063, saving model to my_model.h5
3s - loss: 9.6304e-04 - val_loss: 6.2574e-04
Epoch 402/1500
Epoch 00401: val_loss improved from 0.00063 to 0.00062, saving model to my_model.h5
3s - loss: 9.4564e-04 - val_loss: 6.2156e-04
Epoch 403/1500
Epoch 00402: val_loss did not improve
3s - loss: 9.1425e-04 - val_loss: 6.6629e-04
Epoch 404/1500
Epoch 00403: val_loss did not improve
3s - loss: 9.0342e-04 - val_loss: 6.6656e-04
Epoch 405/1500
Epoch 00404: val_loss did not improve
3s - loss: 9.2420e-04 - val_loss: 6.5062e-04
Epoch 406/1500
Epoch 00405: val_loss did not improve
3s - loss: 9.2706e-04 - val_loss: 6.3398e-04
Epoch 407/1500
Epoch 00406: val_loss did not improve
3s - loss: 9.4370e-04 - val_loss: 6.5127e-04
Epoch 408/1500
Epoch 00407: val_loss did not improve
3s - loss: 8.8484e-04 - val_loss: 6.4088e-04
Epoch 409/1500
Epoch 00408: val_loss did not improve
3s - loss: 9.2530e-04 - val_loss: 6.4464e-04
Epoch 410/1500
Epoch 00409: val_loss did not improve
3s - loss: 9.1436e-04 - val_loss: 6.5008e-04
Epoch 411/1500
Epoch 00410: val_loss did not improve
3s - loss: 9.1637e-04 - val_loss: 6.8116e-04
Epoch 412/1500
Epoch 00411: val_loss did not improve
3s - loss: 8.9990e-04 - val_loss: 6.3605e-04
Epoch 413/1500
Epoch 00412: val_loss did not improve
3s - loss: 9.4456e-04 - val_loss: 6.5252e-04
Epoch 414/1500
Epoch 00413: val_loss did not improve
3s - loss: 8.9412e-04 - val_loss: 6.3551e-04
Epoch 415/1500
Epoch 00414: val_loss did not improve
3s - loss: 9.3806e-04 - val_loss: 6.6050e-04
Epoch 416/1500
Epoch 00415: val_loss did not improve
3s - loss: 8.9991e-04 - val_loss: 6.5259e-04
Epoch 417/1500
Epoch 00416: val_loss did not improve
3s - loss: 8.8472e-04 - val_loss: 6.3522e-04
Epoch 418/1500
Epoch 00417: val_loss did not improve
3s - loss: 8.9132e-04 - val_loss: 6.4105e-04
Epoch 419/1500
Epoch 00418: val_loss did not improve
3s - loss: 8.9965e-04 - val_loss: 6.5162e-04
Epoch 420/1500
Epoch 00419: val_loss did not improve
3s - loss: 9.0048e-04 - val_loss: 6.7598e-04
Epoch 421/1500
Epoch 00420: val_loss did not improve
3s - loss: 9.1802e-04 - val_loss: 6.4603e-04
Epoch 422/1500
Epoch 00421: val_loss did not improve
3s - loss: 8.6420e-04 - val_loss: 6.2796e-04
Epoch 423/1500
Epoch 00422: val_loss did not improve
3s - loss: 8.4032e-04 - val_loss: 6.5623e-04
Epoch 424/1500
Epoch 00423: val_loss did not improve
3s - loss: 9.0778e-04 - val_loss: 6.5806e-04
Epoch 425/1500
Epoch 00424: val_loss did not improve
3s - loss: 9.4154e-04 - val_loss: 6.3663e-04
Epoch 426/1500
Epoch 00425: val_loss did not improve
3s - loss: 9.2535e-04 - val_loss: 6.4083e-04
Epoch 427/1500
Epoch 00426: val_loss improved from 0.00062 to 0.00062, saving model to my_model.h5
3s - loss: 8.9775e-04 - val_loss: 6.2024e-04
Epoch 428/1500
Epoch 00427: val_loss did not improve
3s - loss: 8.8755e-04 - val_loss: 6.2821e-04
Epoch 429/1500
Epoch 00428: val_loss did not improve
3s - loss: 8.8274e-04 - val_loss: 6.3495e-04
Epoch 430/1500
Epoch 00429: val_loss did not improve
3s - loss: 8.9077e-04 - val_loss: 6.5225e-04
Epoch 431/1500
Epoch 00430: val_loss did not improve
3s - loss: 8.3390e-04 - val_loss: 6.4332e-04
Epoch 432/1500
Epoch 00431: val_loss did not improve
3s - loss: 8.6196e-04 - val_loss: 6.3569e-04
Epoch 433/1500
Epoch 00432: val_loss did not improve
3s - loss: 8.4448e-04 - val_loss: 6.5886e-04
Epoch 434/1500
Epoch 00433: val_loss did not improve
3s - loss: 8.8392e-04 - val_loss: 6.7427e-04
Epoch 435/1500
Epoch 00434: val_loss did not improve
3s - loss: 8.7719e-04 - val_loss: 6.3190e-04
Epoch 436/1500
Epoch 00435: val_loss did not improve
3s - loss: 8.6976e-04 - val_loss: 6.2052e-04
Epoch 437/1500
Epoch 00436: val_loss did not improve
3s - loss: 8.2719e-04 - val_loss: 6.4249e-04
Epoch 438/1500
Epoch 00437: val_loss did not improve
3s - loss: 8.8126e-04 - val_loss: 6.3926e-04
Epoch 439/1500
Epoch 00438: val_loss did not improve
3s - loss: 8.5641e-04 - val_loss: 6.2836e-04
Epoch 440/1500
Epoch 00439: val_loss did not improve
3s - loss: 8.5360e-04 - val_loss: 6.5204e-04
Epoch 441/1500
Epoch 00440: val_loss did not improve
3s - loss: 8.7210e-04 - val_loss: 6.4637e-04
Epoch 442/1500
Epoch 00441: val_loss improved from 0.00062 to 0.00062, saving model to my_model.h5
3s - loss: 8.7590e-04 - val_loss: 6.1964e-04
Epoch 443/1500
Epoch 00442: val_loss improved from 0.00062 to 0.00061, saving model to my_model.h5
3s - loss: 8.6415e-04 - val_loss: 6.1463e-04
Epoch 444/1500
Epoch 00443: val_loss did not improve
3s - loss: 8.8720e-04 - val_loss: 6.3212e-04
Epoch 445/1500
Epoch 00444: val_loss did not improve
3s - loss: 8.5161e-04 - val_loss: 6.3428e-04
Epoch 446/1500
Epoch 00445: val_loss did not improve
3s - loss: 8.6548e-04 - val_loss: 6.1597e-04
Epoch 447/1500
Epoch 00446: val_loss did not improve
3s - loss: 8.4815e-04 - val_loss: 6.3083e-04
Epoch 448/1500
Epoch 00447: val_loss did not improve
3s - loss: 8.4861e-04 - val_loss: 6.6419e-04
Epoch 449/1500
Epoch 00448: val_loss did not improve
3s - loss: 8.4314e-04 - val_loss: 6.2052e-04
Epoch 450/1500
Epoch 00449: val_loss did not improve
3s - loss: 8.4036e-04 - val_loss: 6.1833e-04
Epoch 451/1500
Epoch 00450: val_loss did not improve
3s - loss: 8.6658e-04 - val_loss: 6.1695e-04
Epoch 452/1500
Epoch 00451: val_loss did not improve
3s - loss: 8.2771e-04 - val_loss: 6.2399e-04
Epoch 453/1500
Epoch 00452: val_loss did not improve
3s - loss: 8.4613e-04 - val_loss: 6.1980e-04
Epoch 454/1500
Epoch 00453: val_loss did not improve
3s - loss: 8.3147e-04 - val_loss: 6.3408e-04
Epoch 455/1500
Epoch 00454: val_loss did not improve
3s - loss: 8.5037e-04 - val_loss: 6.2611e-04
Epoch 456/1500
Epoch 00455: val_loss did not improve
3s - loss: 8.4203e-04 - val_loss: 6.1591e-04
Epoch 457/1500
Epoch 00456: val_loss did not improve
3s - loss: 8.5589e-04 - val_loss: 6.2132e-04
Epoch 458/1500
Epoch 00457: val_loss did not improve
3s - loss: 8.6766e-04 - val_loss: 6.5520e-04
Epoch 459/1500
Epoch 00458: val_loss did not improve
3s - loss: 8.4131e-04 - val_loss: 6.3138e-04
Epoch 460/1500
Epoch 00459: val_loss improved from 0.00061 to 0.00061, saving model to my_model.h5
3s - loss: 8.5627e-04 - val_loss: 6.1091e-04
Epoch 461/1500
Epoch 00460: val_loss did not improve
3s - loss: 8.4384e-04 - val_loss: 6.3297e-04
Epoch 462/1500
Epoch 00461: val_loss did not improve
3s - loss: 8.4208e-04 - val_loss: 6.4250e-04
Epoch 463/1500
Epoch 00462: val_loss did not improve
3s - loss: 7.9607e-04 - val_loss: 6.3353e-04
Epoch 464/1500
Epoch 00463: val_loss did not improve
3s - loss: 8.1977e-04 - val_loss: 6.2115e-04
Epoch 465/1500
Epoch 00464: val_loss did not improve
3s - loss: 8.3242e-04 - val_loss: 6.1635e-04
Epoch 466/1500
Epoch 00465: val_loss did not improve
3s - loss: 8.3122e-04 - val_loss: 6.2974e-04
Epoch 467/1500
Epoch 00466: val_loss did not improve
3s - loss: 8.1340e-04 - val_loss: 6.1475e-04
Epoch 468/1500
Epoch 00467: val_loss improved from 0.00061 to 0.00061, saving model to my_model.h5
3s - loss: 8.2285e-04 - val_loss: 6.0534e-04
Epoch 469/1500
Epoch 00468: val_loss did not improve
3s - loss: 8.2799e-04 - val_loss: 6.1179e-04
Epoch 470/1500
Epoch 00469: val_loss did not improve
3s - loss: 8.3732e-04 - val_loss: 6.0748e-04
Epoch 471/1500
Epoch 00470: val_loss did not improve
3s - loss: 8.4346e-04 - val_loss: 6.4820e-04
Epoch 472/1500
Epoch 00471: val_loss did not improve
3s - loss: 8.1343e-04 - val_loss: 6.3752e-04
Epoch 473/1500
Epoch 00472: val_loss did not improve
3s - loss: 8.1961e-04 - val_loss: 6.1485e-04
Epoch 474/1500
Epoch 00473: val_loss did not improve
3s - loss: 8.3178e-04 - val_loss: 6.2266e-04
Epoch 475/1500
Epoch 00474: val_loss did not improve
3s - loss: 8.0911e-04 - val_loss: 6.1715e-04
Epoch 476/1500
Epoch 00475: val_loss improved from 0.00061 to 0.00060, saving model to my_model.h5
3s - loss: 8.6821e-04 - val_loss: 5.9808e-04
Epoch 477/1500
Epoch 00476: val_loss did not improve
3s - loss: 8.3288e-04 - val_loss: 6.0967e-04
Epoch 478/1500
Epoch 00477: val_loss did not improve
3s - loss: 7.7857e-04 - val_loss: 6.0651e-04
Epoch 479/1500
Epoch 00478: val_loss did not improve
3s - loss: 7.7257e-04 - val_loss: 6.4658e-04
Epoch 480/1500
Epoch 00479: val_loss did not improve
3s - loss: 8.3324e-04 - val_loss: 6.2087e-04
Epoch 481/1500
Epoch 00480: val_loss did not improve
3s - loss: 8.4103e-04 - val_loss: 6.4169e-04
Epoch 482/1500
Epoch 00481: val_loss did not improve
3s - loss: 7.9220e-04 - val_loss: 6.1217e-04
Epoch 483/1500
Epoch 00482: val_loss did not improve
3s - loss: 8.1378e-04 - val_loss: 6.0945e-04
Epoch 484/1500
Epoch 00483: val_loss did not improve
3s - loss: 8.1084e-04 - val_loss: 6.2325e-04
Epoch 485/1500
Epoch 00484: val_loss did not improve
3s - loss: 8.3256e-04 - val_loss: 6.3859e-04
Epoch 486/1500
Epoch 00485: val_loss did not improve
3s - loss: 8.0165e-04 - val_loss: 6.4101e-04
Epoch 487/1500
Epoch 00486: val_loss did not improve
3s - loss: 7.8870e-04 - val_loss: 6.2655e-04
Epoch 488/1500
Epoch 00487: val_loss did not improve
3s - loss: 8.1837e-04 - val_loss: 6.1318e-04
Epoch 489/1500
Epoch 00488: val_loss did not improve
3s - loss: 8.1955e-04 - val_loss: 6.1362e-04
Epoch 490/1500
Epoch 00489: val_loss did not improve
3s - loss: 7.7252e-04 - val_loss: 6.1913e-04
Epoch 491/1500
Epoch 00490: val_loss did not improve
3s - loss: 8.1365e-04 - val_loss: 6.2196e-04
Epoch 492/1500
Epoch 00491: val_loss did not improve
3s - loss: 7.9228e-04 - val_loss: 6.1065e-04
Epoch 493/1500
Epoch 00492: val_loss did not improve
3s - loss: 7.8067e-04 - val_loss: 6.2462e-04
Epoch 494/1500
Epoch 00493: val_loss did not improve
3s - loss: 8.1638e-04 - val_loss: 6.0256e-04
Epoch 495/1500
Epoch 00494: val_loss did not improve
3s - loss: 8.3617e-04 - val_loss: 6.0803e-04
Epoch 496/1500
Epoch 00495: val_loss did not improve
3s - loss: 8.0330e-04 - val_loss: 5.9905e-04
Epoch 497/1500
Epoch 00496: val_loss did not improve
3s - loss: 8.0468e-04 - val_loss: 6.0693e-04
Epoch 498/1500
Epoch 00497: val_loss improved from 0.00060 to 0.00059, saving model to my_model.h5
3s - loss: 7.9681e-04 - val_loss: 5.9125e-04
Epoch 499/1500
Epoch 00498: val_loss did not improve
3s - loss: 7.7771e-04 - val_loss: 6.1363e-04
Epoch 500/1500
Epoch 00499: val_loss did not improve
3s - loss: 8.0245e-04 - val_loss: 6.2731e-04
Epoch 501/1500
Epoch 00500: val_loss did not improve
3s - loss: 7.9963e-04 - val_loss: 5.9504e-04
Epoch 502/1500
Epoch 00501: val_loss did not improve
3s - loss: 7.7636e-04 - val_loss: 6.0602e-04
Epoch 503/1500
Epoch 00502: val_loss did not improve
3s - loss: 7.5338e-04 - val_loss: 6.1057e-04
Epoch 504/1500
Epoch 00503: val_loss did not improve
3s - loss: 7.7348e-04 - val_loss: 6.0286e-04
Epoch 505/1500
Epoch 00504: val_loss did not improve
3s - loss: 7.9684e-04 - val_loss: 5.9988e-04
Epoch 506/1500
Epoch 00505: val_loss did not improve
3s - loss: 7.8635e-04 - val_loss: 6.1504e-04
Epoch 507/1500
Epoch 00506: val_loss did not improve
3s - loss: 7.7731e-04 - val_loss: 6.0203e-04
Epoch 508/1500
Epoch 00507: val_loss improved from 0.00059 to 0.00059, saving model to my_model.h5
3s - loss: 8.2347e-04 - val_loss: 5.8585e-04
Epoch 509/1500
Epoch 00508: val_loss improved from 0.00059 to 0.00058, saving model to my_model.h5
3s - loss: 7.9683e-04 - val_loss: 5.8219e-04
Epoch 510/1500
Epoch 00509: val_loss did not improve
3s - loss: 7.7186e-04 - val_loss: 5.9754e-04
Epoch 511/1500
Epoch 00510: val_loss did not improve
3s - loss: 7.6426e-04 - val_loss: 6.0848e-04
Epoch 512/1500
Epoch 00511: val_loss did not improve
3s - loss: 7.7609e-04 - val_loss: 5.9423e-04
Epoch 513/1500
Epoch 00512: val_loss did not improve
3s - loss: 7.5563e-04 - val_loss: 6.1947e-04
Epoch 514/1500
Epoch 00513: val_loss did not improve
3s - loss: 7.6937e-04 - val_loss: 5.9168e-04
Epoch 515/1500
Epoch 00514: val_loss did not improve
3s - loss: 7.8078e-04 - val_loss: 6.0456e-04
Epoch 516/1500
Epoch 00515: val_loss did not improve
3s - loss: 8.0217e-04 - val_loss: 5.9245e-04
Epoch 517/1500
Epoch 00516: val_loss did not improve
3s - loss: 7.6168e-04 - val_loss: 6.0182e-04
Epoch 518/1500
Epoch 00517: val_loss did not improve
3s - loss: 7.4794e-04 - val_loss: 5.9074e-04
Epoch 519/1500
Epoch 00518: val_loss did not improve
3s - loss: 7.6133e-04 - val_loss: 5.9982e-04
Epoch 520/1500
Epoch 00519: val_loss did not improve
3s - loss: 7.5231e-04 - val_loss: 5.9423e-04
Epoch 521/1500
Epoch 00520: val_loss did not improve
3s - loss: 7.8972e-04 - val_loss: 6.1909e-04
Epoch 522/1500
Epoch 00521: val_loss did not improve
3s - loss: 7.9527e-04 - val_loss: 5.8424e-04
Epoch 523/1500
Epoch 00522: val_loss did not improve
3s - loss: 8.2745e-04 - val_loss: 5.8648e-04
Epoch 524/1500
Epoch 00523: val_loss did not improve
3s - loss: 7.7338e-04 - val_loss: 5.9959e-04
Epoch 525/1500
Epoch 00524: val_loss did not improve
3s - loss: 7.5753e-04 - val_loss: 6.0903e-04
Epoch 526/1500
Epoch 00525: val_loss did not improve
3s - loss: 7.6474e-04 - val_loss: 6.1902e-04
Epoch 527/1500
Epoch 00526: val_loss did not improve
3s - loss: 7.6177e-04 - val_loss: 6.2921e-04
Epoch 528/1500
Epoch 00527: val_loss did not improve
3s - loss: 7.4986e-04 - val_loss: 6.0927e-04
Epoch 529/1500
Epoch 00528: val_loss did not improve
3s - loss: 7.9434e-04 - val_loss: 6.0727e-04
Epoch 530/1500
Epoch 00529: val_loss did not improve
3s - loss: 7.5949e-04 - val_loss: 6.0594e-04
Epoch 531/1500
Epoch 00530: val_loss did not improve
3s - loss: 7.7305e-04 - val_loss: 5.8577e-04
Epoch 532/1500
Epoch 00531: val_loss did not improve
3s - loss: 7.6767e-04 - val_loss: 5.8926e-04
Epoch 533/1500
Epoch 00532: val_loss did not improve
3s - loss: 7.8541e-04 - val_loss: 5.9223e-04
Epoch 534/1500
Epoch 00533: val_loss did not improve
3s - loss: 7.3499e-04 - val_loss: 6.1448e-04
Epoch 535/1500
Epoch 00534: val_loss did not improve
3s - loss: 7.6889e-04 - val_loss: 6.1763e-04
Epoch 536/1500
Epoch 00535: val_loss did not improve
3s - loss: 7.6282e-04 - val_loss: 5.9470e-04
Epoch 537/1500
Epoch 00536: val_loss did not improve
3s - loss: 7.0723e-04 - val_loss: 5.8530e-04
Epoch 538/1500
Epoch 00537: val_loss did not improve
3s - loss: 7.7192e-04 - val_loss: 5.9444e-04
Epoch 539/1500
Epoch 00538: val_loss did not improve
3s - loss: 7.5943e-04 - val_loss: 5.8553e-04
Epoch 540/1500
Epoch 00539: val_loss improved from 0.00058 to 0.00058, saving model to my_model.h5
3s - loss: 7.4163e-04 - val_loss: 5.7509e-04
Epoch 541/1500
Epoch 00540: val_loss did not improve
3s - loss: 7.5266e-04 - val_loss: 5.9938e-04
Epoch 542/1500
Epoch 00541: val_loss did not improve
3s - loss: 7.3620e-04 - val_loss: 6.0315e-04
Epoch 543/1500
Epoch 00542: val_loss did not improve
3s - loss: 7.4908e-04 - val_loss: 6.0084e-04
Epoch 544/1500
Epoch 00543: val_loss did not improve
3s - loss: 7.5829e-04 - val_loss: 5.9394e-04
Epoch 545/1500
Epoch 00544: val_loss did not improve
3s - loss: 7.2358e-04 - val_loss: 6.0356e-04
Epoch 546/1500
Epoch 00545: val_loss did not improve
3s - loss: 7.6915e-04 - val_loss: 5.9458e-04
Epoch 547/1500
Epoch 00546: val_loss did not improve
3s - loss: 7.3712e-04 - val_loss: 5.8560e-04
Epoch 548/1500
Epoch 00547: val_loss did not improve
3s - loss: 7.1662e-04 - val_loss: 5.9379e-04
Epoch 549/1500
Epoch 00548: val_loss did not improve
3s - loss: 7.3606e-04 - val_loss: 5.9577e-04
Epoch 550/1500
Epoch 00549: val_loss did not improve
3s - loss: 7.5722e-04 - val_loss: 5.9393e-04
Epoch 551/1500
Epoch 00550: val_loss did not improve
3s - loss: 7.5995e-04 - val_loss: 5.9770e-04
Epoch 552/1500
Epoch 00551: val_loss improved from 0.00058 to 0.00057, saving model to my_model.h5
3s - loss: 7.3795e-04 - val_loss: 5.7487e-04
Epoch 553/1500
Epoch 00552: val_loss did not improve
3s - loss: 7.3197e-04 - val_loss: 6.1411e-04
Epoch 554/1500
Epoch 00553: val_loss did not improve
3s - loss: 7.2008e-04 - val_loss: 6.2161e-04
Epoch 555/1500
Epoch 00554: val_loss did not improve
3s - loss: 7.3523e-04 - val_loss: 5.9007e-04
Epoch 556/1500
Epoch 00555: val_loss did not improve
3s - loss: 7.7436e-04 - val_loss: 5.9786e-04
Epoch 557/1500
Epoch 00556: val_loss did not improve
3s - loss: 7.4300e-04 - val_loss: 5.9165e-04
Epoch 558/1500
Epoch 00557: val_loss did not improve
3s - loss: 7.2922e-04 - val_loss: 5.9156e-04
Epoch 559/1500
Epoch 00558: val_loss did not improve
3s - loss: 7.5536e-04 - val_loss: 5.8981e-04
Epoch 560/1500
Epoch 00559: val_loss did not improve
3s - loss: 7.2315e-04 - val_loss: 5.9359e-04
Epoch 561/1500
Epoch 00560: val_loss did not improve
3s - loss: 7.2098e-04 - val_loss: 5.8887e-04
Epoch 562/1500
Epoch 00561: val_loss did not improve
3s - loss: 7.4199e-04 - val_loss: 6.0212e-04
Epoch 563/1500
Epoch 00562: val_loss did not improve
3s - loss: 7.0801e-04 - val_loss: 5.9051e-04
Epoch 564/1500
Epoch 00563: val_loss did not improve
3s - loss: 7.4037e-04 - val_loss: 5.9454e-04
Epoch 565/1500
Epoch 00564: val_loss did not improve
3s - loss: 7.3215e-04 - val_loss: 6.0423e-04
Epoch 566/1500
Epoch 00565: val_loss did not improve
3s - loss: 7.1430e-04 - val_loss: 5.9747e-04
Epoch 567/1500
Epoch 00566: val_loss did not improve
3s - loss: 7.3282e-04 - val_loss: 5.8916e-04
Epoch 568/1500
Epoch 00567: val_loss did not improve
3s - loss: 7.3932e-04 - val_loss: 5.7881e-04
Epoch 569/1500
Epoch 00568: val_loss did not improve
3s - loss: 7.2093e-04 - val_loss: 6.0242e-04
Epoch 570/1500
Epoch 00569: val_loss did not improve
3s - loss: 7.1735e-04 - val_loss: 6.0007e-04
Epoch 571/1500
Epoch 00570: val_loss did not improve
3s - loss: 7.1818e-04 - val_loss: 5.7532e-04
Epoch 572/1500
Epoch 00571: val_loss did not improve
3s - loss: 7.1395e-04 - val_loss: 5.9425e-04
Epoch 573/1500
Epoch 00572: val_loss did not improve
3s - loss: 7.3164e-04 - val_loss: 5.9868e-04
Epoch 574/1500
Epoch 00573: val_loss did not improve
3s - loss: 7.3395e-04 - val_loss: 5.8265e-04
Epoch 575/1500
Epoch 00574: val_loss did not improve
3s - loss: 7.0692e-04 - val_loss: 5.8564e-04
Epoch 576/1500
Epoch 00575: val_loss did not improve
3s - loss: 7.1935e-04 - val_loss: 6.1330e-04
Epoch 577/1500
Epoch 00576: val_loss did not improve
3s - loss: 7.1902e-04 - val_loss: 5.9033e-04
Epoch 578/1500
Epoch 00577: val_loss did not improve
3s - loss: 6.9073e-04 - val_loss: 5.8240e-04
Epoch 579/1500
Epoch 00578: val_loss did not improve
3s - loss: 7.2442e-04 - val_loss: 5.8126e-04
Epoch 580/1500
Epoch 00579: val_loss did not improve
3s - loss: 7.0747e-04 - val_loss: 6.0657e-04
Epoch 581/1500
Epoch 00580: val_loss did not improve
3s - loss: 7.1383e-04 - val_loss: 6.1029e-04
Epoch 582/1500
Epoch 00581: val_loss did not improve
3s - loss: 7.3429e-04 - val_loss: 5.9232e-04
Epoch 583/1500
Epoch 00582: val_loss did not improve
3s - loss: 7.3793e-04 - val_loss: 5.7982e-04
Epoch 584/1500
Epoch 00583: val_loss did not improve
3s - loss: 7.1849e-04 - val_loss: 5.8701e-04
Epoch 585/1500
Epoch 00584: val_loss did not improve
3s - loss: 7.0521e-04 - val_loss: 5.8083e-04
Epoch 586/1500
Epoch 00585: val_loss did not improve
3s - loss: 6.9760e-04 - val_loss: 5.9761e-04
Epoch 587/1500
Epoch 00586: val_loss did not improve
3s - loss: 7.3430e-04 - val_loss: 5.9022e-04
Epoch 588/1500
Epoch 00587: val_loss did not improve
3s - loss: 7.1587e-04 - val_loss: 5.9375e-04
Epoch 589/1500
Epoch 00588: val_loss did not improve
3s - loss: 7.0030e-04 - val_loss: 5.9201e-04
Epoch 590/1500
Epoch 00589: val_loss did not improve
3s - loss: 7.2300e-04 - val_loss: 5.8688e-04
Epoch 591/1500
Epoch 00590: val_loss did not improve
3s - loss: 7.0172e-04 - val_loss: 5.8350e-04
Epoch 592/1500
Epoch 00591: val_loss did not improve
3s - loss: 6.9765e-04 - val_loss: 5.8037e-04
Epoch 593/1500
Epoch 00592: val_loss did not improve
3s - loss: 7.2383e-04 - val_loss: 6.1436e-04
Epoch 594/1500
Epoch 00593: val_loss did not improve
3s - loss: 7.6365e-04 - val_loss: 6.0280e-04
Epoch 595/1500
Epoch 00594: val_loss did not improve
3s - loss: 7.3896e-04 - val_loss: 5.9094e-04
Epoch 596/1500
Epoch 00595: val_loss improved from 0.00057 to 0.00057, saving model to my_model.h5
3s - loss: 7.2062e-04 - val_loss: 5.7388e-04
Epoch 597/1500
Epoch 00596: val_loss did not improve
3s - loss: 7.0685e-04 - val_loss: 5.9673e-04
Epoch 598/1500
Epoch 00597: val_loss did not improve
3s - loss: 7.1150e-04 - val_loss: 5.9554e-04
Epoch 599/1500
Epoch 00598: val_loss did not improve
3s - loss: 6.8963e-04 - val_loss: 5.9749e-04
Epoch 600/1500
Epoch 00599: val_loss improved from 0.00057 to 0.00057, saving model to my_model.h5
3s - loss: 7.1894e-04 - val_loss: 5.7198e-04
Epoch 601/1500
Epoch 00600: val_loss did not improve
3s - loss: 6.8531e-04 - val_loss: 5.7922e-04
Epoch 602/1500
Epoch 00601: val_loss did not improve
3s - loss: 7.2011e-04 - val_loss: 6.0985e-04
Epoch 603/1500
Epoch 00602: val_loss did not improve
3s - loss: 6.9244e-04 - val_loss: 5.7954e-04
Epoch 604/1500
Epoch 00603: val_loss did not improve
3s - loss: 6.9586e-04 - val_loss: 5.9481e-04
Epoch 605/1500
Epoch 00604: val_loss did not improve
3s - loss: 7.2295e-04 - val_loss: 5.7949e-04
Epoch 606/1500
Epoch 00605: val_loss did not improve
3s - loss: 6.9916e-04 - val_loss: 5.7423e-04
Epoch 607/1500
Epoch 00606: val_loss did not improve
3s - loss: 7.1341e-04 - val_loss: 5.8955e-04
Epoch 608/1500
Epoch 00607: val_loss did not improve
3s - loss: 6.9838e-04 - val_loss: 5.9946e-04
Epoch 609/1500
Epoch 00608: val_loss did not improve
3s - loss: 6.9772e-04 - val_loss: 5.9066e-04
Epoch 610/1500
Epoch 00609: val_loss did not improve
3s - loss: 7.1879e-04 - val_loss: 5.9204e-04
Epoch 611/1500
Epoch 00610: val_loss did not improve
3s - loss: 6.7775e-04 - val_loss: 5.8890e-04
Epoch 612/1500
Epoch 00611: val_loss did not improve
3s - loss: 7.0717e-04 - val_loss: 6.0596e-04
Epoch 613/1500
Epoch 00612: val_loss did not improve
3s - loss: 7.1044e-04 - val_loss: 6.1636e-04
Epoch 614/1500
Epoch 00613: val_loss did not improve
3s - loss: 7.0170e-04 - val_loss: 5.8320e-04
Epoch 615/1500
Epoch 00614: val_loss did not improve
3s - loss: 6.9146e-04 - val_loss: 5.7904e-04
Epoch 616/1500
Epoch 00615: val_loss did not improve
3s - loss: 6.6912e-04 - val_loss: 5.8014e-04
Epoch 617/1500
Epoch 00616: val_loss did not improve
3s - loss: 6.9221e-04 - val_loss: 5.8880e-04
Epoch 618/1500
Epoch 00617: val_loss did not improve
3s - loss: 7.2322e-04 - val_loss: 5.8112e-04
Epoch 619/1500
Epoch 00618: val_loss did not improve
3s - loss: 6.9011e-04 - val_loss: 5.8145e-04
Epoch 620/1500
Epoch 00619: val_loss improved from 0.00057 to 0.00056, saving model to my_model.h5
3s - loss: 7.2977e-04 - val_loss: 5.6415e-04
Epoch 621/1500
Epoch 00620: val_loss did not improve
3s - loss: 6.8781e-04 - val_loss: 5.9752e-04
Epoch 622/1500
Epoch 00621: val_loss did not improve
3s - loss: 6.8367e-04 - val_loss: 5.9345e-04
Epoch 623/1500
Epoch 00622: val_loss did not improve
13s - loss: 6.6454e-04 - val_loss: 5.8062e-04
Epoch 624/1500
Epoch 00623: val_loss did not improve
3s - loss: 6.9584e-04 - val_loss: 6.1158e-04
Epoch 625/1500
Epoch 00624: val_loss did not improve
3s - loss: 7.0728e-04 - val_loss: 5.7765e-04
Epoch 626/1500
Epoch 00625: val_loss did not improve
3s - loss: 7.0374e-04 - val_loss: 5.8024e-04
Epoch 627/1500
Epoch 00626: val_loss did not improve
3s - loss: 6.9085e-04 - val_loss: 5.6700e-04
Epoch 628/1500
Epoch 00627: val_loss did not improve
3s - loss: 7.2333e-04 - val_loss: 5.8641e-04
Epoch 629/1500
Epoch 00628: val_loss did not improve
3s - loss: 7.0071e-04 - val_loss: 5.7594e-04
Epoch 630/1500
Epoch 00629: val_loss did not improve
3s - loss: 6.7141e-04 - val_loss: 5.8368e-04
Epoch 631/1500
Epoch 00630: val_loss did not improve
3s - loss: 6.6832e-04 - val_loss: 5.7606e-04
Epoch 632/1500
Epoch 00631: val_loss did not improve
3s - loss: 6.7412e-04 - val_loss: 5.9929e-04
Epoch 633/1500
Epoch 00632: val_loss did not improve
3s - loss: 7.0784e-04 - val_loss: 5.8019e-04
Epoch 634/1500
Epoch 00633: val_loss did not improve
3s - loss: 6.9227e-04 - val_loss: 5.7733e-04
Epoch 635/1500
Epoch 00634: val_loss did not improve
3s - loss: 7.0408e-04 - val_loss: 5.8101e-04
Epoch 636/1500
Epoch 00635: val_loss did not improve
3s - loss: 6.6948e-04 - val_loss: 5.8363e-04
Epoch 637/1500
Epoch 00636: val_loss did not improve
3s - loss: 6.9456e-04 - val_loss: 5.7454e-04
Epoch 638/1500
Epoch 00637: val_loss did not improve
3s - loss: 6.7632e-04 - val_loss: 6.0566e-04
Epoch 639/1500
Epoch 00638: val_loss did not improve
3s - loss: 7.0045e-04 - val_loss: 5.7106e-04
Epoch 640/1500
Epoch 00639: val_loss did not improve
3s - loss: 6.8228e-04 - val_loss: 5.7291e-04
Epoch 641/1500
Epoch 00640: val_loss did not improve
3s - loss: 6.8175e-04 - val_loss: 5.6988e-04
Epoch 642/1500
Epoch 00641: val_loss did not improve
3s - loss: 6.7837e-04 - val_loss: 5.9551e-04
Epoch 643/1500
Epoch 00642: val_loss did not improve
3s - loss: 6.7969e-04 - val_loss: 5.8958e-04
Epoch 644/1500
Epoch 00643: val_loss improved from 0.00056 to 0.00056, saving model to my_model.h5
3s - loss: 6.7642e-04 - val_loss: 5.6074e-04
Epoch 645/1500
Epoch 00644: val_loss did not improve
3s - loss: 6.8551e-04 - val_loss: 5.6369e-04
Epoch 646/1500
Epoch 00645: val_loss did not improve
3s - loss: 6.9032e-04 - val_loss: 5.6947e-04
Epoch 647/1500
Epoch 00646: val_loss did not improve
3s - loss: 6.8604e-04 - val_loss: 5.6904e-04
Epoch 648/1500
Epoch 00647: val_loss did not improve
3s - loss: 6.9270e-04 - val_loss: 5.7612e-04
Epoch 649/1500
Epoch 00648: val_loss did not improve
3s - loss: 6.9520e-04 - val_loss: 5.8418e-04
Epoch 650/1500
Epoch 00649: val_loss did not improve
3s - loss: 6.8124e-04 - val_loss: 5.7952e-04
Epoch 651/1500
Epoch 00650: val_loss did not improve
3s - loss: 7.0284e-04 - val_loss: 5.7651e-04
Epoch 652/1500
Epoch 00651: val_loss did not improve
3s - loss: 6.9577e-04 - val_loss: 5.6931e-04
Epoch 653/1500
Epoch 00652: val_loss did not improve
3s - loss: 6.5377e-04 - val_loss: 6.0344e-04
Epoch 654/1500
Epoch 00653: val_loss did not improve
3s - loss: 6.8917e-04 - val_loss: 5.8346e-04
Epoch 655/1500
Epoch 00654: val_loss did not improve
3s - loss: 6.7145e-04 - val_loss: 5.9683e-04
Epoch 656/1500
Epoch 00655: val_loss did not improve
5s - loss: 6.9879e-04 - val_loss: 5.8395e-04
Epoch 657/1500
Epoch 00656: val_loss did not improve
4s - loss: 6.9751e-04 - val_loss: 5.7398e-04
Epoch 658/1500
Epoch 00657: val_loss did not improve
3s - loss: 6.9861e-04 - val_loss: 5.9901e-04
Epoch 659/1500
Epoch 00658: val_loss did not improve
3s - loss: 6.6509e-04 - val_loss: 5.8165e-04
Epoch 660/1500
Epoch 00659: val_loss did not improve
3s - loss: 6.8897e-04 - val_loss: 5.7024e-04
Epoch 661/1500
Epoch 00660: val_loss did not improve
3s - loss: 7.1320e-04 - val_loss: 5.7739e-04
Epoch 662/1500
Epoch 00661: val_loss did not improve
3s - loss: 6.8400e-04 - val_loss: 5.9286e-04
Epoch 663/1500
Epoch 00662: val_loss did not improve
3s - loss: 6.7843e-04 - val_loss: 5.6110e-04
Epoch 664/1500
Epoch 00663: val_loss did not improve
3s - loss: 6.6381e-04 - val_loss: 5.8240e-04
Epoch 665/1500
Epoch 00664: val_loss did not improve
3s - loss: 6.8608e-04 - val_loss: 5.8340e-04
Epoch 666/1500
Epoch 00665: val_loss did not improve
3s - loss: 6.8987e-04 - val_loss: 5.7435e-04
Epoch 667/1500
Epoch 00666: val_loss did not improve
3s - loss: 6.8894e-04 - val_loss: 5.7532e-04
Epoch 668/1500
Epoch 00667: val_loss did not improve
3s - loss: 6.9119e-04 - val_loss: 5.8271e-04
Epoch 669/1500
Epoch 00668: val_loss did not improve
3s - loss: 6.8796e-04 - val_loss: 5.7646e-04
Epoch 670/1500
Epoch 00669: val_loss did not improve
3s - loss: 6.6737e-04 - val_loss: 5.7460e-04
Epoch 671/1500
Epoch 00670: val_loss did not improve
3s - loss: 6.7654e-04 - val_loss: 5.6839e-04
Epoch 672/1500
Epoch 00671: val_loss did not improve
3s - loss: 6.9190e-04 - val_loss: 5.8140e-04
Epoch 673/1500
Epoch 00672: val_loss did not improve
3s - loss: 6.5724e-04 - val_loss: 6.0011e-04
Epoch 674/1500
Epoch 00673: val_loss did not improve
3s - loss: 6.7214e-04 - val_loss: 5.6394e-04
Epoch 675/1500
Epoch 00674: val_loss did not improve
3s - loss: 6.6754e-04 - val_loss: 5.8116e-04
Epoch 676/1500
Epoch 00675: val_loss did not improve
3s - loss: 6.6920e-04 - val_loss: 5.8296e-04
Epoch 677/1500
Epoch 00676: val_loss did not improve
3s - loss: 6.8480e-04 - val_loss: 5.6662e-04
Epoch 678/1500
Epoch 00677: val_loss improved from 0.00056 to 0.00056, saving model to my_model.h5
3s - loss: 6.8054e-04 - val_loss: 5.6011e-04
Epoch 679/1500
Epoch 00678: val_loss did not improve
3s - loss: 6.8318e-04 - val_loss: 5.6493e-04
Epoch 680/1500
Epoch 00679: val_loss did not improve
3s - loss: 6.9074e-04 - val_loss: 5.7111e-04
Epoch 681/1500
Epoch 00680: val_loss did not improve
3s - loss: 6.7876e-04 - val_loss: 5.9429e-04
Epoch 682/1500
Epoch 00681: val_loss did not improve
3s - loss: 6.9928e-04 - val_loss: 5.8013e-04
Epoch 683/1500
Epoch 00682: val_loss did not improve
3s - loss: 6.7819e-04 - val_loss: 5.7878e-04
Epoch 684/1500
Epoch 00683: val_loss did not improve
3s - loss: 6.9941e-04 - val_loss: 5.6865e-04
Epoch 685/1500
Epoch 00684: val_loss did not improve
3s - loss: 6.5696e-04 - val_loss: 5.6807e-04
Epoch 686/1500
Epoch 00685: val_loss did not improve
3s - loss: 6.8230e-04 - val_loss: 5.8138e-04
Epoch 687/1500
Epoch 00686: val_loss did not improve
3s - loss: 6.6794e-04 - val_loss: 5.8131e-04
Epoch 688/1500
Epoch 00687: val_loss did not improve
3s - loss: 6.5807e-04 - val_loss: 5.7315e-04
Epoch 689/1500
Epoch 00688: val_loss did not improve
3s - loss: 6.5023e-04 - val_loss: 5.9065e-04
Epoch 690/1500
Epoch 00689: val_loss did not improve
3s - loss: 6.7595e-04 - val_loss: 5.8236e-04
Epoch 691/1500
Epoch 00690: val_loss did not improve
3s - loss: 6.6655e-04 - val_loss: 5.8050e-04
Epoch 692/1500
Epoch 00691: val_loss did not improve
3s - loss: 6.7100e-04 - val_loss: 5.7629e-04
Epoch 693/1500
Epoch 00692: val_loss did not improve
3s - loss: 6.8671e-04 - val_loss: 5.6882e-04
Epoch 694/1500
Epoch 00693: val_loss did not improve
3s - loss: 6.7505e-04 - val_loss: 5.7098e-04
Epoch 695/1500
Epoch 00694: val_loss did not improve
3s - loss: 6.7294e-04 - val_loss: 5.8195e-04
Epoch 696/1500
Epoch 00695: val_loss did not improve
3s - loss: 6.5727e-04 - val_loss: 5.6680e-04
Epoch 697/1500
Epoch 00696: val_loss did not improve
3s - loss: 6.9172e-04 - val_loss: 5.6709e-04
Epoch 698/1500
Epoch 00697: val_loss improved from 0.00056 to 0.00055, saving model to my_model.h5
3s - loss: 6.6449e-04 - val_loss: 5.4941e-04
Epoch 699/1500
Epoch 00698: val_loss did not improve
3s - loss: 6.8425e-04 - val_loss: 5.8278e-04
Epoch 700/1500
Epoch 00699: val_loss did not improve
3s - loss: 6.4966e-04 - val_loss: 5.7313e-04
Epoch 701/1500
Epoch 00700: val_loss did not improve
3s - loss: 6.7997e-04 - val_loss: 5.7848e-04
Epoch 702/1500
Epoch 00701: val_loss did not improve
3s - loss: 6.6698e-04 - val_loss: 5.5989e-04
Epoch 703/1500
Epoch 00702: val_loss improved from 0.00055 to 0.00055, saving model to my_model.h5
3s - loss: 6.5920e-04 - val_loss: 5.4785e-04
Epoch 704/1500
Epoch 00703: val_loss did not improve
3s - loss: 6.8219e-04 - val_loss: 5.7017e-04
Epoch 705/1500
Epoch 00704: val_loss did not improve
3s - loss: 6.6719e-04 - val_loss: 5.8442e-04
Epoch 706/1500
Epoch 00705: val_loss did not improve
3s - loss: 6.7308e-04 - val_loss: 6.1130e-04
Epoch 707/1500
Epoch 00706: val_loss did not improve
3s - loss: 6.6420e-04 - val_loss: 5.7542e-04
Epoch 708/1500
Epoch 00707: val_loss did not improve
3s - loss: 6.8574e-04 - val_loss: 5.4920e-04
Epoch 709/1500
Epoch 00708: val_loss did not improve
3s - loss: 6.6993e-04 - val_loss: 5.6686e-04
Epoch 710/1500
Epoch 00709: val_loss did not improve
3s - loss: 6.5595e-04 - val_loss: 5.7982e-04
Epoch 711/1500
Epoch 00710: val_loss did not improve
3s - loss: 6.6518e-04 - val_loss: 5.7183e-04
Epoch 712/1500
Epoch 00711: val_loss did not improve
3s - loss: 6.7309e-04 - val_loss: 5.9168e-04
Epoch 713/1500
Epoch 00712: val_loss did not improve
3s - loss: 6.8212e-04 - val_loss: 5.8174e-04
Epoch 714/1500
Epoch 00713: val_loss did not improve
3s - loss: 6.5571e-04 - val_loss: 5.7450e-04
Epoch 715/1500
Epoch 00714: val_loss did not improve
3s - loss: 6.4792e-04 - val_loss: 5.6866e-04
Epoch 716/1500
Epoch 00715: val_loss did not improve
3s - loss: 6.2750e-04 - val_loss: 5.6985e-04
Epoch 717/1500
Epoch 00716: val_loss did not improve
3s - loss: 6.8531e-04 - val_loss: 5.5254e-04
Epoch 718/1500
Epoch 00717: val_loss did not improve
3s - loss: 6.7377e-04 - val_loss: 5.8450e-04
Epoch 719/1500
Epoch 00718: val_loss did not improve
3s - loss: 6.5967e-04 - val_loss: 6.0935e-04
Epoch 720/1500
Epoch 00719: val_loss did not improve
3s - loss: 6.3998e-04 - val_loss: 5.8278e-04
Epoch 721/1500
Epoch 00720: val_loss did not improve
3s - loss: 6.5522e-04 - val_loss: 5.7495e-04
Epoch 722/1500
Epoch 00721: val_loss did not improve
3s - loss: 6.6066e-04 - val_loss: 5.8719e-04
Epoch 723/1500
Epoch 00722: val_loss did not improve
3s - loss: 6.5085e-04 - val_loss: 5.6324e-04
Epoch 724/1500
Epoch 00723: val_loss did not improve
3s - loss: 6.4910e-04 - val_loss: 5.6526e-04
Epoch 725/1500
Epoch 00724: val_loss did not improve
3s - loss: 6.4829e-04 - val_loss: 5.9165e-04
Epoch 726/1500
Epoch 00725: val_loss did not improve
3s - loss: 6.7656e-04 - val_loss: 5.7286e-04
Epoch 727/1500
Epoch 00726: val_loss did not improve
3s - loss: 6.4850e-04 - val_loss: 5.6615e-04
Epoch 728/1500
Epoch 00727: val_loss did not improve
3s - loss: 6.4050e-04 - val_loss: 5.7059e-04
Epoch 729/1500
Epoch 00728: val_loss did not improve
3s - loss: 6.5012e-04 - val_loss: 5.7775e-04
Epoch 730/1500
Epoch 00729: val_loss did not improve
3s - loss: 6.8571e-04 - val_loss: 5.8305e-04
Epoch 731/1500
Epoch 00730: val_loss did not improve
3s - loss: 6.4821e-04 - val_loss: 5.6859e-04
Epoch 732/1500
Epoch 00731: val_loss did not improve
3s - loss: 6.5561e-04 - val_loss: 5.6447e-04
Epoch 733/1500
Epoch 00732: val_loss did not improve
3s - loss: 6.6676e-04 - val_loss: 5.9064e-04
Epoch 734/1500
Epoch 00733: val_loss did not improve
3s - loss: 6.5064e-04 - val_loss: 5.8100e-04
Epoch 735/1500
Epoch 00734: val_loss did not improve
3s - loss: 6.2843e-04 - val_loss: 5.7289e-04
Epoch 736/1500
Epoch 00735: val_loss did not improve
3s - loss: 6.3995e-04 - val_loss: 5.5421e-04
Epoch 737/1500
Epoch 00736: val_loss did not improve
3s - loss: 6.4394e-04 - val_loss: 5.7092e-04
Epoch 738/1500
Epoch 00737: val_loss did not improve
3s - loss: 6.6071e-04 - val_loss: 5.5930e-04
Epoch 739/1500
Epoch 00738: val_loss did not improve
3s - loss: 6.6580e-04 - val_loss: 5.5558e-04
Epoch 740/1500
Epoch 00739: val_loss did not improve
3s - loss: 6.5479e-04 - val_loss: 5.6991e-04
Epoch 741/1500
Epoch 00740: val_loss did not improve
3s - loss: 6.6137e-04 - val_loss: 6.3084e-04
Epoch 742/1500
Epoch 00741: val_loss did not improve
3s - loss: 6.6732e-04 - val_loss: 5.7429e-04
Epoch 743/1500
Epoch 00742: val_loss improved from 0.00055 to 0.00054, saving model to my_model.h5
3s - loss: 6.3397e-04 - val_loss: 5.4377e-04
Epoch 744/1500
Epoch 00743: val_loss did not improve
3s - loss: 6.7527e-04 - val_loss: 5.5223e-04
Epoch 745/1500
Epoch 00744: val_loss did not improve
3s - loss: 6.4887e-04 - val_loss: 5.6598e-04
Epoch 746/1500
Epoch 00745: val_loss did not improve
3s - loss: 6.2877e-04 - val_loss: 5.5864e-04
Epoch 747/1500
Epoch 00746: val_loss did not improve
3s - loss: 6.5809e-04 - val_loss: 5.8383e-04
Epoch 748/1500
Epoch 00747: val_loss did not improve
3s - loss: 6.3933e-04 - val_loss: 5.6446e-04
Epoch 749/1500
Epoch 00748: val_loss did not improve
3s - loss: 6.4083e-04 - val_loss: 5.5601e-04
Epoch 750/1500
Epoch 00749: val_loss did not improve
3s - loss: 6.5810e-04 - val_loss: 5.6303e-04
Epoch 751/1500
Epoch 00750: val_loss did not improve
3s - loss: 6.4630e-04 - val_loss: 5.5242e-04
Epoch 752/1500
Epoch 00751: val_loss did not improve
3s - loss: 6.3994e-04 - val_loss: 5.7002e-04
Epoch 753/1500
Epoch 00752: val_loss did not improve
3s - loss: 6.6037e-04 - val_loss: 5.7713e-04
Epoch 754/1500
Epoch 00753: val_loss did not improve
3s - loss: 6.6853e-04 - val_loss: 5.5976e-04
Epoch 755/1500
Epoch 00754: val_loss did not improve
3s - loss: 6.6153e-04 - val_loss: 5.6486e-04
Epoch 756/1500
Epoch 00755: val_loss did not improve
3s - loss: 6.4723e-04 - val_loss: 5.5537e-04
Epoch 757/1500
Epoch 00756: val_loss did not improve
3s - loss: 6.6341e-04 - val_loss: 5.5756e-04
Epoch 758/1500
Epoch 00757: val_loss did not improve
3s - loss: 6.5155e-04 - val_loss: 5.9181e-04
Epoch 759/1500
Epoch 00758: val_loss did not improve
3s - loss: 6.5715e-04 - val_loss: 5.6749e-04
Epoch 760/1500
Epoch 00759: val_loss did not improve
3s - loss: 6.5071e-04 - val_loss: 5.5322e-04
Epoch 761/1500
Epoch 00760: val_loss did not improve
3s - loss: 6.5784e-04 - val_loss: 5.6342e-04
Epoch 762/1500
Epoch 00761: val_loss did not improve
3s - loss: 6.5796e-04 - val_loss: 5.6701e-04
Epoch 763/1500
Epoch 00762: val_loss did not improve
3s - loss: 6.4309e-04 - val_loss: 5.7443e-04
Epoch 764/1500
Epoch 00763: val_loss did not improve
3s - loss: 6.6184e-04 - val_loss: 5.6613e-04
Epoch 765/1500
Epoch 00764: val_loss did not improve
3s - loss: 6.8179e-04 - val_loss: 5.7331e-04
Epoch 766/1500
Epoch 00765: val_loss did not improve
3s - loss: 6.4425e-04 - val_loss: 5.5241e-04
Epoch 767/1500
Epoch 00766: val_loss did not improve
3s - loss: 6.4770e-04 - val_loss: 5.6191e-04
Epoch 768/1500
Epoch 00767: val_loss did not improve
3s - loss: 6.5538e-04 - val_loss: 5.7486e-04
Epoch 769/1500
Epoch 00768: val_loss did not improve
3s - loss: 6.3967e-04 - val_loss: 5.5635e-04
Epoch 770/1500
Epoch 00769: val_loss did not improve
3s - loss: 6.4767e-04 - val_loss: 5.6618e-04
Epoch 771/1500
Epoch 00770: val_loss did not improve
3s - loss: 6.6052e-04 - val_loss: 5.6988e-04
Epoch 772/1500
Epoch 00771: val_loss did not improve
3s - loss: 6.3220e-04 - val_loss: 5.6310e-04
Epoch 773/1500
Epoch 00772: val_loss did not improve
3s - loss: 6.4333e-04 - val_loss: 5.8622e-04
Epoch 774/1500
Epoch 00773: val_loss did not improve
3s - loss: 6.6038e-04 - val_loss: 5.5526e-04
Epoch 775/1500
Epoch 00774: val_loss did not improve
3s - loss: 6.5805e-04 - val_loss: 5.6513e-04
Epoch 776/1500
Epoch 00775: val_loss did not improve
3s - loss: 6.4741e-04 - val_loss: 5.5026e-04
Epoch 777/1500
Epoch 00776: val_loss improved from 0.00054 to 0.00054, saving model to my_model.h5
3s - loss: 6.5836e-04 - val_loss: 5.4362e-04
Epoch 778/1500
Epoch 00777: val_loss did not improve
3s - loss: 6.4898e-04 - val_loss: 5.6013e-04
Epoch 779/1500
Epoch 00778: val_loss did not improve
3s - loss: 6.2119e-04 - val_loss: 5.5471e-04
Epoch 780/1500
Epoch 00779: val_loss did not improve
3s - loss: 6.4517e-04 - val_loss: 5.6493e-04
Epoch 781/1500
Epoch 00780: val_loss did not improve
3s - loss: 6.5201e-04 - val_loss: 5.6641e-04
Epoch 782/1500
Epoch 00781: val_loss did not improve
3s - loss: 6.2003e-04 - val_loss: 5.6770e-04
Epoch 783/1500
Epoch 00782: val_loss did not improve
3s - loss: 6.4404e-04 - val_loss: 5.8866e-04
Epoch 784/1500
Epoch 00783: val_loss did not improve
3s - loss: 6.5036e-04 - val_loss: 5.6120e-04
Epoch 785/1500
Epoch 00784: val_loss did not improve
3s - loss: 6.6975e-04 - val_loss: 5.7674e-04
Epoch 786/1500
Epoch 00785: val_loss did not improve
3s - loss: 6.5846e-04 - val_loss: 5.8209e-04
Epoch 787/1500
Epoch 00786: val_loss did not improve
3s - loss: 6.6788e-04 - val_loss: 5.6323e-04
Epoch 788/1500
Epoch 00787: val_loss did not improve
3s - loss: 6.4215e-04 - val_loss: 5.6794e-04
Epoch 789/1500
Epoch 00788: val_loss did not improve
3s - loss: 6.5329e-04 - val_loss: 5.7971e-04
Epoch 790/1500
Epoch 00789: val_loss did not improve
3s - loss: 6.4658e-04 - val_loss: 5.5852e-04
Epoch 791/1500
Epoch 00790: val_loss did not improve
3s - loss: 6.5861e-04 - val_loss: 5.6471e-04
Epoch 792/1500
Epoch 00791: val_loss did not improve
3s - loss: 6.6385e-04 - val_loss: 5.8236e-04
Epoch 793/1500
Epoch 00792: val_loss did not improve
3s - loss: 6.2309e-04 - val_loss: 5.7197e-04
Epoch 794/1500
Epoch 00793: val_loss did not improve
3s - loss: 6.5199e-04 - val_loss: 5.7137e-04
Epoch 795/1500
Epoch 00794: val_loss did not improve
3s - loss: 6.6351e-04 - val_loss: 5.7829e-04
Epoch 796/1500
Epoch 00795: val_loss did not improve
3s - loss: 6.4682e-04 - val_loss: 5.5156e-04
Epoch 797/1500
Epoch 00796: val_loss did not improve
3s - loss: 6.5980e-04 - val_loss: 5.6998e-04
Epoch 798/1500
Epoch 00797: val_loss did not improve
3s - loss: 6.5797e-04 - val_loss: 5.6981e-04
Epoch 799/1500
Epoch 00798: val_loss did not improve
3s - loss: 6.5186e-04 - val_loss: 5.6129e-04
Epoch 800/1500
Epoch 00799: val_loss did not improve
3s - loss: 6.6019e-04 - val_loss: 5.6513e-04
Epoch 801/1500
Epoch 00800: val_loss did not improve
3s - loss: 6.8646e-04 - val_loss: 5.6855e-04
Epoch 802/1500
Epoch 00801: val_loss did not improve
3s - loss: 6.7806e-04 - val_loss: 5.8655e-04
Epoch 803/1500
Epoch 00802: val_loss did not improve
3s - loss: 6.4582e-04 - val_loss: 5.7638e-04
Epoch 804/1500
Epoch 00803: val_loss did not improve
3s - loss: 6.5630e-04 - val_loss: 5.6208e-04
Epoch 805/1500
Epoch 00804: val_loss did not improve
3s - loss: 6.4133e-04 - val_loss: 5.8852e-04
Epoch 806/1500
Epoch 00805: val_loss did not improve
3s - loss: 6.4771e-04 - val_loss: 5.4946e-04
Epoch 807/1500
Epoch 00806: val_loss did not improve
3s - loss: 6.4350e-04 - val_loss: 5.7798e-04
Epoch 808/1500
Epoch 00807: val_loss did not improve
3s - loss: 6.4672e-04 - val_loss: 6.0962e-04
Epoch 809/1500
Epoch 00808: val_loss did not improve
3s - loss: 6.6597e-04 - val_loss: 5.7197e-04
Epoch 810/1500
Epoch 00809: val_loss did not improve
3s - loss: 6.3617e-04 - val_loss: 5.5172e-04
Epoch 811/1500
Epoch 00810: val_loss did not improve
3s - loss: 6.3646e-04 - val_loss: 5.5208e-04
Epoch 812/1500
Epoch 00811: val_loss did not improve
3s - loss: 6.3155e-04 - val_loss: 5.8652e-04
Epoch 813/1500
Epoch 00812: val_loss did not improve
3s - loss: 6.3540e-04 - val_loss: 5.6877e-04
Epoch 814/1500
Epoch 00813: val_loss did not improve
3s - loss: 6.2472e-04 - val_loss: 5.7290e-04
Epoch 815/1500
Epoch 00814: val_loss did not improve
3s - loss: 6.4519e-04 - val_loss: 5.7586e-04
Epoch 816/1500
Epoch 00815: val_loss did not improve
3s - loss: 6.3181e-04 - val_loss: 5.6750e-04
Epoch 817/1500
Epoch 00816: val_loss did not improve
3s - loss: 6.3803e-04 - val_loss: 5.6666e-04
Epoch 818/1500
Epoch 00817: val_loss did not improve
3s - loss: 6.4757e-04 - val_loss: 5.7978e-04
Epoch 819/1500
Epoch 00818: val_loss did not improve
3s - loss: 6.4149e-04 - val_loss: 5.5715e-04
Epoch 820/1500
Epoch 00819: val_loss did not improve
3s - loss: 6.3853e-04 - val_loss: 5.7752e-04
Epoch 821/1500
Epoch 00820: val_loss did not improve
3s - loss: 6.1356e-04 - val_loss: 5.7650e-04
Epoch 822/1500
Epoch 00821: val_loss did not improve
3s - loss: 6.3194e-04 - val_loss: 5.6973e-04
Epoch 823/1500
Epoch 00822: val_loss did not improve
3s - loss: 6.4663e-04 - val_loss: 5.7531e-04
Epoch 824/1500
Epoch 00823: val_loss did not improve
3s - loss: 6.3456e-04 - val_loss: 5.8781e-04
Epoch 825/1500
Epoch 00824: val_loss did not improve
3s - loss: 6.3577e-04 - val_loss: 5.6253e-04
Epoch 826/1500
Epoch 00825: val_loss did not improve
3s - loss: 6.4416e-04 - val_loss: 5.5906e-04
Epoch 827/1500
Epoch 00826: val_loss did not improve
3s - loss: 6.4321e-04 - val_loss: 5.5996e-04
Epoch 828/1500
Epoch 00827: val_loss did not improve
3s - loss: 6.0598e-04 - val_loss: 6.0425e-04
Epoch 829/1500
Epoch 00828: val_loss did not improve
3s - loss: 6.4377e-04 - val_loss: 5.8773e-04
Epoch 830/1500
Epoch 00829: val_loss did not improve
3s - loss: 6.6572e-04 - val_loss: 5.6471e-04
Epoch 831/1500
Epoch 00830: val_loss did not improve
3s - loss: 6.4128e-04 - val_loss: 5.5559e-04
Epoch 832/1500
Epoch 00831: val_loss did not improve
3s - loss: 6.5493e-04 - val_loss: 5.5232e-04
Epoch 833/1500
Epoch 00832: val_loss did not improve
3s - loss: 6.2976e-04 - val_loss: 5.5103e-04
Epoch 834/1500
Epoch 00833: val_loss did not improve
3s - loss: 6.2826e-04 - val_loss: 5.6567e-04
Epoch 835/1500
Epoch 00834: val_loss did not improve
3s - loss: 6.5865e-04 - val_loss: 5.6900e-04
Epoch 836/1500
Epoch 00835: val_loss did not improve
3s - loss: 6.3584e-04 - val_loss: 6.0793e-04
Epoch 837/1500
Epoch 00836: val_loss did not improve
3s - loss: 6.3595e-04 - val_loss: 5.7202e-04
Epoch 838/1500
Epoch 00837: val_loss did not improve
3s - loss: 6.4219e-04 - val_loss: 5.7627e-04
Epoch 839/1500
Epoch 00838: val_loss did not improve
3s - loss: 6.3337e-04 - val_loss: 5.6956e-04
Epoch 840/1500
Epoch 00839: val_loss did not improve
3s - loss: 6.3740e-04 - val_loss: 5.5998e-04
Epoch 841/1500
Epoch 00840: val_loss did not improve
3s - loss: 6.2665e-04 - val_loss: 5.5451e-04
Epoch 842/1500
Epoch 00841: val_loss did not improve
3s - loss: 6.1024e-04 - val_loss: 5.5460e-04
Epoch 843/1500
Epoch 00842: val_loss did not improve
3s - loss: 6.3332e-04 - val_loss: 5.5796e-04
Epoch 844/1500
Epoch 00843: val_loss did not improve
3s - loss: 6.3809e-04 - val_loss: 5.4949e-04
Epoch 845/1500
Epoch 00844: val_loss did not improve
3s - loss: 6.3107e-04 - val_loss: 5.6219e-04
Epoch 846/1500
Epoch 00845: val_loss did not improve
3s - loss: 6.2396e-04 - val_loss: 5.5463e-04
Epoch 847/1500
Epoch 00846: val_loss did not improve
3s - loss: 6.4518e-04 - val_loss: 5.5889e-04
Epoch 848/1500
Epoch 00847: val_loss did not improve
3s - loss: 6.3719e-04 - val_loss: 5.6338e-04
Epoch 849/1500
Epoch 00848: val_loss did not improve
3s - loss: 6.3053e-04 - val_loss: 5.8372e-04
Epoch 850/1500
Epoch 00849: val_loss did not improve
3s - loss: 6.3145e-04 - val_loss: 5.6760e-04
Epoch 851/1500
Epoch 00850: val_loss did not improve
3s - loss: 6.4923e-04 - val_loss: 5.4965e-04
Epoch 852/1500
Epoch 00851: val_loss did not improve
3s - loss: 6.3542e-04 - val_loss: 5.6843e-04
Epoch 853/1500
Epoch 00852: val_loss did not improve
3s - loss: 6.5624e-04 - val_loss: 6.0234e-04
Epoch 854/1500
Epoch 00853: val_loss did not improve
3s - loss: 6.3482e-04 - val_loss: 5.7615e-04
Epoch 855/1500
Epoch 00854: val_loss did not improve
3s - loss: 6.4765e-04 - val_loss: 5.7678e-04
Epoch 856/1500
Epoch 00855: val_loss did not improve
3s - loss: 6.6852e-04 - val_loss: 5.5667e-04
Epoch 857/1500
Epoch 00856: val_loss did not improve
3s - loss: 6.1783e-04 - val_loss: 5.6732e-04
Epoch 858/1500
Epoch 00857: val_loss did not improve
3s - loss: 6.4111e-04 - val_loss: 5.6694e-04
Epoch 859/1500
Epoch 00858: val_loss did not improve
3s - loss: 6.3686e-04 - val_loss: 5.6332e-04
Epoch 860/1500
Epoch 00859: val_loss improved from 0.00054 to 0.00053, saving model to my_model.h5
3s - loss: 6.4046e-04 - val_loss: 5.3471e-04
Epoch 861/1500
Epoch 00860: val_loss did not improve
3s - loss: 6.4294e-04 - val_loss: 5.8044e-04
Epoch 862/1500
Epoch 00861: val_loss did not improve
3s - loss: 6.3675e-04 - val_loss: 6.1895e-04
Epoch 863/1500
Epoch 00862: val_loss did not improve
3s - loss: 6.4662e-04 - val_loss: 5.6190e-04
Epoch 864/1500
Epoch 00863: val_loss did not improve
3s - loss: 6.3790e-04 - val_loss: 5.8408e-04
Epoch 865/1500
Epoch 00864: val_loss did not improve
3s - loss: 6.4556e-04 - val_loss: 5.7686e-04
Epoch 866/1500
Epoch 00865: val_loss did not improve
3s - loss: 6.4972e-04 - val_loss: 5.6489e-04
Epoch 867/1500
Epoch 00866: val_loss did not improve
3s - loss: 6.1841e-04 - val_loss: 5.4463e-04
Epoch 868/1500
Epoch 00867: val_loss did not improve
3s - loss: 6.2709e-04 - val_loss: 5.6159e-04
Epoch 869/1500
Epoch 00868: val_loss did not improve
3s - loss: 6.3108e-04 - val_loss: 5.7421e-04
Epoch 870/1500
Epoch 00869: val_loss did not improve
3s - loss: 6.3040e-04 - val_loss: 5.6612e-04
Epoch 871/1500
Epoch 00870: val_loss did not improve
3s - loss: 6.2230e-04 - val_loss: 5.4742e-04
Epoch 872/1500
Epoch 00871: val_loss did not improve
3s - loss: 6.2669e-04 - val_loss: 5.8128e-04
Epoch 873/1500
Epoch 00872: val_loss did not improve
3s - loss: 6.0935e-04 - val_loss: 5.6282e-04
Epoch 874/1500
Epoch 00873: val_loss did not improve
3s - loss: 6.2516e-04 - val_loss: 5.4649e-04
Epoch 875/1500
Epoch 00874: val_loss did not improve
3s - loss: 6.2972e-04 - val_loss: 5.5954e-04
Epoch 876/1500
Epoch 00875: val_loss did not improve
3s - loss: 6.3871e-04 - val_loss: 5.6630e-04
Epoch 877/1500
Epoch 00876: val_loss did not improve
3s - loss: 6.2319e-04 - val_loss: 5.5010e-04
Epoch 878/1500
Epoch 00877: val_loss did not improve
3s - loss: 6.0847e-04 - val_loss: 5.5271e-04
Epoch 879/1500
Epoch 00878: val_loss did not improve
3s - loss: 6.2371e-04 - val_loss: 5.7835e-04
Epoch 880/1500
Epoch 00879: val_loss did not improve
3s - loss: 6.3237e-04 - val_loss: 5.5292e-04
Epoch 881/1500
Epoch 00880: val_loss did not improve
3s - loss: 6.2458e-04 - val_loss: 5.6522e-04
Epoch 882/1500
Epoch 00881: val_loss did not improve
3s - loss: 6.1262e-04 - val_loss: 5.6129e-04
Epoch 883/1500
Epoch 00882: val_loss did not improve
3s - loss: 6.2598e-04 - val_loss: 5.4707e-04
Epoch 884/1500
Epoch 00883: val_loss did not improve
3s - loss: 6.1308e-04 - val_loss: 5.6005e-04
Epoch 885/1500
Epoch 00884: val_loss did not improve
3s - loss: 6.3829e-04 - val_loss: 5.6875e-04
Epoch 886/1500
Epoch 00885: val_loss did not improve
3s - loss: 6.0483e-04 - val_loss: 5.4172e-04
Epoch 887/1500
Epoch 00886: val_loss did not improve
3s - loss: 6.2951e-04 - val_loss: 5.8658e-04
Epoch 888/1500
Epoch 00887: val_loss did not improve
3s - loss: 6.4356e-04 - val_loss: 5.7459e-04
Epoch 889/1500
Epoch 00888: val_loss did not improve
3s - loss: 6.3724e-04 - val_loss: 5.6265e-04
Epoch 890/1500
Epoch 00889: val_loss did not improve
3s - loss: 6.3930e-04 - val_loss: 5.6192e-04
Epoch 891/1500
Epoch 00890: val_loss did not improve
3s - loss: 6.3441e-04 - val_loss: 5.7022e-04
Epoch 892/1500
Epoch 00891: val_loss did not improve
3s - loss: 6.2518e-04 - val_loss: 5.6439e-04
Epoch 893/1500
Epoch 00892: val_loss did not improve
3s - loss: 6.3217e-04 - val_loss: 5.6188e-04
Epoch 894/1500
Epoch 00893: val_loss did not improve
3s - loss: 6.1525e-04 - val_loss: 5.5032e-04
Epoch 895/1500
Epoch 00894: val_loss did not improve
3s - loss: 6.2963e-04 - val_loss: 5.5365e-04
Epoch 896/1500
Epoch 00895: val_loss did not improve
3s - loss: 6.3983e-04 - val_loss: 5.6736e-04
Epoch 897/1500
Epoch 00896: val_loss did not improve
3s - loss: 6.4054e-04 - val_loss: 6.0026e-04
Epoch 898/1500
Epoch 00897: val_loss did not improve
3s - loss: 6.4930e-04 - val_loss: 5.8584e-04
Epoch 899/1500
Epoch 00898: val_loss did not improve
3s - loss: 6.5346e-04 - val_loss: 5.6447e-04
Epoch 900/1500
Epoch 00899: val_loss did not improve
3s - loss: 6.2066e-04 - val_loss: 5.6840e-04
Epoch 901/1500
Epoch 00900: val_loss did not improve
3s - loss: 6.3331e-04 - val_loss: 5.6869e-04
Epoch 902/1500
Epoch 00901: val_loss did not improve
3s - loss: 6.5813e-04 - val_loss: 5.8137e-04
Epoch 903/1500
Epoch 00902: val_loss did not improve
3s - loss: 6.3776e-04 - val_loss: 5.5438e-04
Epoch 904/1500
Epoch 00903: val_loss did not improve
3s - loss: 6.2509e-04 - val_loss: 5.6232e-04
Epoch 905/1500
Epoch 00904: val_loss did not improve
3s - loss: 6.2784e-04 - val_loss: 5.8167e-04
Epoch 906/1500
Epoch 00905: val_loss did not improve
3s - loss: 6.3879e-04 - val_loss: 5.5957e-04
Epoch 907/1500
Epoch 00906: val_loss did not improve
3s - loss: 6.3588e-04 - val_loss: 5.5405e-04
Epoch 908/1500
Epoch 00907: val_loss did not improve
3s - loss: 6.2835e-04 - val_loss: 5.6339e-04
Epoch 909/1500
Epoch 00908: val_loss did not improve
3s - loss: 6.3256e-04 - val_loss: 5.9891e-04
Epoch 910/1500
Epoch 00909: val_loss did not improve
3s - loss: 6.2233e-04 - val_loss: 5.5429e-04
Epoch 911/1500
Epoch 00910: val_loss did not improve
3s - loss: 6.2953e-04 - val_loss: 5.5595e-04
Epoch 912/1500
Epoch 00911: val_loss did not improve
3s - loss: 6.1656e-04 - val_loss: 5.8730e-04
Epoch 913/1500
Epoch 00912: val_loss did not improve
3s - loss: 6.1655e-04 - val_loss: 5.7443e-04
Epoch 914/1500
Epoch 00913: val_loss did not improve
3s - loss: 6.1282e-04 - val_loss: 5.7150e-04
Epoch 915/1500
Epoch 00914: val_loss did not improve
3s - loss: 6.3127e-04 - val_loss: 5.7149e-04
Epoch 916/1500
Epoch 00915: val_loss did not improve
3s - loss: 6.2338e-04 - val_loss: 5.7235e-04
Epoch 917/1500
Epoch 00916: val_loss did not improve
3s - loss: 6.1486e-04 - val_loss: 5.6437e-04
Epoch 918/1500
Epoch 00917: val_loss did not improve
3s - loss: 6.1690e-04 - val_loss: 5.7411e-04
Epoch 919/1500
Epoch 00918: val_loss did not improve
3s - loss: 6.2545e-04 - val_loss: 5.5957e-04
Epoch 920/1500
Epoch 00919: val_loss did not improve
3s - loss: 5.9694e-04 - val_loss: 5.6925e-04
Epoch 921/1500
Epoch 00920: val_loss did not improve
3s - loss: 6.0541e-04 - val_loss: 5.5920e-04
Epoch 922/1500
Epoch 00921: val_loss did not improve
3s - loss: 6.3427e-04 - val_loss: 5.5344e-04
Epoch 923/1500
Epoch 00922: val_loss did not improve
3s - loss: 5.9729e-04 - val_loss: 5.6814e-04
Epoch 924/1500
Epoch 00923: val_loss did not improve
3s - loss: 6.0985e-04 - val_loss: 5.5978e-04
Epoch 925/1500
Epoch 00924: val_loss did not improve
3s - loss: 6.2961e-04 - val_loss: 5.6828e-04
Epoch 926/1500
Epoch 00925: val_loss did not improve
3s - loss: 6.0977e-04 - val_loss: 5.5020e-04
Epoch 927/1500
Epoch 00926: val_loss did not improve
3s - loss: 6.1682e-04 - val_loss: 5.4824e-04
Epoch 928/1500
Epoch 00927: val_loss did not improve
3s - loss: 6.2350e-04 - val_loss: 5.5053e-04
Epoch 929/1500
Epoch 00928: val_loss did not improve
3s - loss: 6.4187e-04 - val_loss: 5.8743e-04
Epoch 930/1500
Epoch 00929: val_loss did not improve
3s - loss: 6.4018e-04 - val_loss: 5.6747e-04
Epoch 931/1500
Epoch 00930: val_loss did not improve
8s - loss: 6.1052e-04 - val_loss: 5.6256e-04
Epoch 932/1500
Epoch 00931: val_loss did not improve
5s - loss: 6.3283e-04 - val_loss: 5.7243e-04
Epoch 933/1500
Epoch 00932: val_loss did not improve
3s - loss: 6.2976e-04 - val_loss: 5.5210e-04
Epoch 934/1500
Epoch 00933: val_loss did not improve
3s - loss: 6.1637e-04 - val_loss: 5.5668e-04
Epoch 935/1500
Epoch 00934: val_loss did not improve
3s - loss: 6.2933e-04 - val_loss: 5.4547e-04
Epoch 936/1500
Epoch 00935: val_loss did not improve
3s - loss: 6.1006e-04 - val_loss: 5.5818e-04
Epoch 937/1500
Epoch 00936: val_loss did not improve
3s - loss: 6.2978e-04 - val_loss: 5.6386e-04
Epoch 938/1500
Epoch 00937: val_loss did not improve
3s - loss: 6.2342e-04 - val_loss: 5.7326e-04
Epoch 939/1500
Epoch 00938: val_loss did not improve
3s - loss: 6.1250e-04 - val_loss: 5.5583e-04
Epoch 940/1500
Epoch 00939: val_loss did not improve
3s - loss: 6.3371e-04 - val_loss: 5.6911e-04
Epoch 941/1500
Epoch 00940: val_loss did not improve
3s - loss: 6.1291e-04 - val_loss: 5.7162e-04
Epoch 942/1500
Epoch 00941: val_loss did not improve
3s - loss: 6.1893e-04 - val_loss: 5.5642e-04
Epoch 943/1500
Epoch 00942: val_loss did not improve
3s - loss: 6.3269e-04 - val_loss: 5.6522e-04
Epoch 944/1500
Epoch 00943: val_loss did not improve
3s - loss: 6.2142e-04 - val_loss: 5.3858e-04
Epoch 945/1500
Epoch 00944: val_loss did not improve
3s - loss: 5.9011e-04 - val_loss: 5.6258e-04
Epoch 946/1500
Epoch 00945: val_loss did not improve
3s - loss: 6.4053e-04 - val_loss: 5.4647e-04
Epoch 947/1500
Epoch 00946: val_loss did not improve
3s - loss: 6.3403e-04 - val_loss: 5.4511e-04
Epoch 948/1500
Epoch 00947: val_loss did not improve
3s - loss: 5.8546e-04 - val_loss: 5.7404e-04
Epoch 949/1500
Epoch 00948: val_loss did not improve
3s - loss: 6.0601e-04 - val_loss: 5.5912e-04
Epoch 950/1500
Epoch 00949: val_loss did not improve
3s - loss: 5.9659e-04 - val_loss: 5.6700e-04
Epoch 951/1500
Epoch 00950: val_loss did not improve
3s - loss: 6.1316e-04 - val_loss: 5.5321e-04
Epoch 952/1500
Epoch 00951: val_loss did not improve
3s - loss: 6.2424e-04 - val_loss: 5.8079e-04
Epoch 953/1500
Epoch 00952: val_loss did not improve
3s - loss: 6.1649e-04 - val_loss: 5.7563e-04
Epoch 954/1500
Epoch 00953: val_loss did not improve
3s - loss: 6.1546e-04 - val_loss: 5.4580e-04
Epoch 955/1500
Epoch 00954: val_loss did not improve
3s - loss: 6.2429e-04 - val_loss: 5.3976e-04
Epoch 956/1500
Epoch 00955: val_loss did not improve
3s - loss: 6.0570e-04 - val_loss: 5.5755e-04
Epoch 957/1500
Epoch 00956: val_loss did not improve
3s - loss: 5.9793e-04 - val_loss: 5.3845e-04
Epoch 958/1500
Epoch 00957: val_loss did not improve
3s - loss: 5.9650e-04 - val_loss: 5.6234e-04
Epoch 959/1500
Epoch 00958: val_loss did not improve
3s - loss: 6.0739e-04 - val_loss: 5.5105e-04
Epoch 960/1500
Epoch 00959: val_loss did not improve
3s - loss: 6.4014e-04 - val_loss: 5.4939e-04
Epoch 961/1500
Epoch 00960: val_loss did not improve
13s - loss: 6.3685e-04 - val_loss: 5.6889e-04
Epoch 962/1500
Epoch 00961: val_loss did not improve
4s - loss: 6.2667e-04 - val_loss: 5.5204e-04
Epoch 963/1500
Epoch 00962: val_loss did not improve
3s - loss: 6.1876e-04 - val_loss: 5.4089e-04
Epoch 964/1500
Epoch 00963: val_loss did not improve
3s - loss: 6.1612e-04 - val_loss: 5.9078e-04
Epoch 965/1500
Epoch 00964: val_loss did not improve
3s - loss: 6.2623e-04 - val_loss: 5.9798e-04
Epoch 966/1500
Epoch 00965: val_loss did not improve
3s - loss: 6.2759e-04 - val_loss: 5.7120e-04
Epoch 967/1500
Epoch 00966: val_loss did not improve
4s - loss: 6.1674e-04 - val_loss: 5.5705e-04
Epoch 968/1500
Epoch 00967: val_loss did not improve
8s - loss: 6.1429e-04 - val_loss: 5.5924e-04
Epoch 969/1500
Epoch 00968: val_loss did not improve
3s - loss: 5.9332e-04 - val_loss: 5.6838e-04
Epoch 970/1500
Epoch 00969: val_loss did not improve
3s - loss: 6.2325e-04 - val_loss: 5.4142e-04
Epoch 971/1500
Epoch 00970: val_loss did not improve
3s - loss: 6.0045e-04 - val_loss: 5.5731e-04
Epoch 972/1500
Epoch 00971: val_loss did not improve
3s - loss: 6.2058e-04 - val_loss: 5.4607e-04
Epoch 973/1500
Epoch 00972: val_loss did not improve
3s - loss: 6.2316e-04 - val_loss: 5.7547e-04
Epoch 974/1500
Epoch 00973: val_loss did not improve
3s - loss: 6.2286e-04 - val_loss: 5.5163e-04
Epoch 975/1500
Epoch 00974: val_loss did not improve
3s - loss: 6.0816e-04 - val_loss: 5.5560e-04
Epoch 976/1500
Epoch 00975: val_loss did not improve
3s - loss: 6.2564e-04 - val_loss: 5.7776e-04
Epoch 977/1500
Epoch 00976: val_loss did not improve
5s - loss: 6.1418e-04 - val_loss: 5.7978e-04
Epoch 978/1500
Epoch 00977: val_loss did not improve
16s - loss: 6.1275e-04 - val_loss: 5.7792e-04
Epoch 979/1500
Epoch 00978: val_loss did not improve
4s - loss: 6.3603e-04 - val_loss: 5.4922e-04
Epoch 980/1500
Epoch 00979: val_loss did not improve
4s - loss: 5.9860e-04 - val_loss: 5.7035e-04
Epoch 981/1500
Epoch 00980: val_loss did not improve
4s - loss: 6.1152e-04 - val_loss: 5.5880e-04
Epoch 982/1500
Epoch 00981: val_loss did not improve
4s - loss: 6.1616e-04 - val_loss: 5.7515e-04
Epoch 983/1500
Epoch 00982: val_loss did not improve
4s - loss: 6.1854e-04 - val_loss: 5.5041e-04
Epoch 984/1500
Epoch 00983: val_loss did not improve
4s - loss: 6.1349e-04 - val_loss: 5.5912e-04
Epoch 985/1500
Epoch 00984: val_loss did not improve
6s - loss: 6.2088e-04 - val_loss: 5.6127e-04
Epoch 986/1500
Epoch 00985: val_loss did not improve
4s - loss: 6.1738e-04 - val_loss: 5.5495e-04
Epoch 987/1500
Epoch 00986: val_loss did not improve
3s - loss: 6.1600e-04 - val_loss: 5.5179e-04
Epoch 988/1500
Epoch 00987: val_loss did not improve
3s - loss: 6.2157e-04 - val_loss: 5.6228e-04
Epoch 989/1500
Epoch 00988: val_loss did not improve
3s - loss: 6.1683e-04 - val_loss: 5.4926e-04
Epoch 990/1500
Epoch 00989: val_loss did not improve
3s - loss: 6.2489e-04 - val_loss: 5.6051e-04
Epoch 991/1500
Epoch 00990: val_loss did not improve
3s - loss: 6.3479e-04 - val_loss: 5.5849e-04
Epoch 992/1500
Epoch 00991: val_loss did not improve
3s - loss: 6.0118e-04 - val_loss: 5.7431e-04
Epoch 993/1500
Epoch 00992: val_loss did not improve
8s - loss: 6.2157e-04 - val_loss: 5.5632e-04
Epoch 994/1500
Epoch 00993: val_loss did not improve
7s - loss: 6.0586e-04 - val_loss: 6.0160e-04
Epoch 995/1500
Epoch 00994: val_loss did not improve
8s - loss: 5.9206e-04 - val_loss: 6.0422e-04
Epoch 996/1500
Epoch 00995: val_loss did not improve
7s - loss: 6.2242e-04 - val_loss: 5.7824e-04
Epoch 997/1500
Epoch 00996: val_loss did not improve
4s - loss: 6.3164e-04 - val_loss: 5.4112e-04
Epoch 998/1500
Epoch 00997: val_loss did not improve
3s - loss: 6.0611e-04 - val_loss: 5.7775e-04
Epoch 999/1500
Epoch 00998: val_loss did not improve
3s - loss: 5.9997e-04 - val_loss: 5.6986e-04
Epoch 1000/1500
Epoch 00999: val_loss did not improve
3s - loss: 6.0802e-04 - val_loss: 5.7588e-04
Epoch 1001/1500
Epoch 01000: val_loss did not improve
3s - loss: 6.1763e-04 - val_loss: 5.5807e-04
Epoch 1002/1500
Epoch 01001: val_loss did not improve
3s - loss: 6.0577e-04 - val_loss: 5.6056e-04
Epoch 1003/1500
Epoch 01002: val_loss did not improve
3s - loss: 6.0811e-04 - val_loss: 5.4720e-04
Epoch 1004/1500
Epoch 01003: val_loss did not improve
3s - loss: 6.4361e-04 - val_loss: 5.6450e-04
Epoch 1005/1500
Epoch 01004: val_loss did not improve
3s - loss: 6.2154e-04 - val_loss: 5.7511e-04
Epoch 1006/1500
Epoch 01005: val_loss did not improve
3s - loss: 6.1887e-04 - val_loss: 5.5267e-04
Epoch 1007/1500
Epoch 01006: val_loss did not improve
3s - loss: 6.1155e-04 - val_loss: 5.6545e-04
Epoch 1008/1500
Epoch 01007: val_loss did not improve
3s - loss: 6.0303e-04 - val_loss: 5.7694e-04
Epoch 1009/1500
Epoch 01008: val_loss did not improve
3s - loss: 6.2330e-04 - val_loss: 5.4813e-04
Epoch 1010/1500
Epoch 01009: val_loss did not improve
3s - loss: 6.0759e-04 - val_loss: 5.9109e-04
Epoch 1011/1500
Epoch 01010: val_loss did not improve
3s - loss: 6.1017e-04 - val_loss: 5.7362e-04
Epoch 1012/1500
Epoch 01011: val_loss did not improve
3s - loss: 6.1820e-04 - val_loss: 5.8664e-04
Epoch 1013/1500
Epoch 01012: val_loss did not improve
3s - loss: 6.0767e-04 - val_loss: 5.6024e-04
Epoch 1014/1500
Epoch 01013: val_loss did not improve
3s - loss: 5.9684e-04 - val_loss: 5.7105e-04
Epoch 1015/1500
Epoch 01014: val_loss did not improve
3s - loss: 6.1058e-04 - val_loss: 5.6025e-04
Epoch 1016/1500
Epoch 01015: val_loss did not improve
7s - loss: 6.0743e-04 - val_loss: 5.4836e-04
Epoch 1017/1500
Epoch 01016: val_loss did not improve
8s - loss: 6.1774e-04 - val_loss: 5.7888e-04
Epoch 1018/1500
Epoch 01017: val_loss did not improve
7s - loss: 6.1592e-04 - val_loss: 5.7652e-04
Epoch 1019/1500
Epoch 01018: val_loss did not improve
7s - loss: 6.1441e-04 - val_loss: 5.6008e-04
Epoch 1020/1500
Epoch 01019: val_loss did not improve
7s - loss: 6.0365e-04 - val_loss: 5.6025e-04
Epoch 1021/1500
Epoch 01020: val_loss did not improve
7s - loss: 5.9874e-04 - val_loss: 5.6006e-04
Epoch 1022/1500
Epoch 01021: val_loss did not improve
7s - loss: 6.2343e-04 - val_loss: 5.6019e-04
Epoch 1023/1500
Epoch 01022: val_loss did not improve
4s - loss: 6.1385e-04 - val_loss: 5.5995e-04
Epoch 1024/1500
Epoch 01023: val_loss did not improve
4s - loss: 6.1980e-04 - val_loss: 5.4340e-04
Epoch 1025/1500
Epoch 01024: val_loss did not improve
3s - loss: 5.9648e-04 - val_loss: 5.3976e-04
Epoch 1026/1500
Epoch 01025: val_loss did not improve
3s - loss: 6.1735e-04 - val_loss: 5.5445e-04
Epoch 1027/1500
Epoch 01026: val_loss did not improve
4s - loss: 6.0241e-04 - val_loss: 5.5515e-04
Epoch 1028/1500
Epoch 01027: val_loss did not improve
15s - loss: 5.9822e-04 - val_loss: 5.6232e-04
Epoch 1029/1500
Epoch 01028: val_loss did not improve
4s - loss: 6.0531e-04 - val_loss: 5.6875e-04
Epoch 1030/1500
Epoch 01029: val_loss did not improve
3s - loss: 6.1721e-04 - val_loss: 5.9381e-04
Epoch 1031/1500
Epoch 01030: val_loss did not improve
3s - loss: 6.1168e-04 - val_loss: 5.4734e-04
Epoch 1032/1500
Epoch 01031: val_loss improved from 0.00053 to 0.00053, saving model to my_model.h5
3s - loss: 6.3327e-04 - val_loss: 5.3403e-04
Epoch 1033/1500
Epoch 01032: val_loss did not improve
3s - loss: 6.1232e-04 - val_loss: 5.5327e-04
Epoch 1034/1500
Epoch 01033: val_loss did not improve
3s - loss: 6.0038e-04 - val_loss: 5.7351e-04
Epoch 1035/1500
Epoch 01034: val_loss did not improve
3s - loss: 6.0753e-04 - val_loss: 5.7033e-04
Epoch 1036/1500
Epoch 01035: val_loss did not improve
3s - loss: 6.0394e-04 - val_loss: 5.7663e-04
Epoch 1037/1500
Epoch 01036: val_loss did not improve
3s - loss: 6.1094e-04 - val_loss: 5.6172e-04
Epoch 1038/1500
Epoch 01037: val_loss did not improve
3s - loss: 6.2575e-04 - val_loss: 5.7699e-04
Epoch 1039/1500
Epoch 01038: val_loss did not improve
3s - loss: 5.9659e-04 - val_loss: 5.5660e-04
Epoch 1040/1500
Epoch 01039: val_loss did not improve
3s - loss: 6.0302e-04 - val_loss: 5.6392e-04
Epoch 1041/1500
Epoch 01040: val_loss did not improve
3s - loss: 6.0878e-04 - val_loss: 5.5640e-04
Epoch 1042/1500
Epoch 01041: val_loss did not improve
3s - loss: 6.1411e-04 - val_loss: 5.6787e-04
Epoch 1043/1500
Epoch 01042: val_loss did not improve
3s - loss: 5.9647e-04 - val_loss: 5.5939e-04
Epoch 1044/1500
Epoch 01043: val_loss did not improve
3s - loss: 5.9574e-04 - val_loss: 5.7863e-04
Epoch 1045/1500
Epoch 01044: val_loss did not improve
3s - loss: 5.9000e-04 - val_loss: 5.8402e-04
Epoch 1046/1500
Epoch 01045: val_loss did not improve
3s - loss: 6.0833e-04 - val_loss: 5.7011e-04
Epoch 1047/1500
Epoch 01046: val_loss did not improve
3s - loss: 6.2059e-04 - val_loss: 5.4643e-04
Epoch 1048/1500
Epoch 01047: val_loss did not improve
3s - loss: 6.0376e-04 - val_loss: 5.5985e-04
Epoch 1049/1500
Epoch 01048: val_loss did not improve
3s - loss: 5.9562e-04 - val_loss: 5.6063e-04
Epoch 1050/1500
Epoch 01049: val_loss did not improve
3s - loss: 6.0123e-04 - val_loss: 5.7483e-04
Epoch 1051/1500
Epoch 01050: val_loss did not improve
3s - loss: 6.0289e-04 - val_loss: 5.7341e-04
Epoch 1052/1500
Epoch 01051: val_loss did not improve
3s - loss: 5.9599e-04 - val_loss: 5.6635e-04
Epoch 1053/1500
Epoch 01052: val_loss did not improve
3s - loss: 6.0665e-04 - val_loss: 5.7997e-04
Epoch 1054/1500
Epoch 01053: val_loss did not improve
3s - loss: 5.8955e-04 - val_loss: 5.6725e-04
Epoch 1055/1500
Epoch 01054: val_loss did not improve
3s - loss: 5.9503e-04 - val_loss: 5.8408e-04
Epoch 1056/1500
Epoch 01055: val_loss did not improve
3s - loss: 6.0754e-04 - val_loss: 5.7247e-04
Epoch 1057/1500
Epoch 01056: val_loss did not improve
3s - loss: 5.8670e-04 - val_loss: 5.5734e-04
Epoch 1058/1500
Epoch 01057: val_loss did not improve
3s - loss: 6.0911e-04 - val_loss: 5.5337e-04
Epoch 1059/1500
Epoch 01058: val_loss did not improve
3s - loss: 6.1998e-04 - val_loss: 5.4611e-04
Epoch 1060/1500
Epoch 01059: val_loss did not improve
3s - loss: 5.6863e-04 - val_loss: 5.3951e-04
Epoch 1061/1500
Epoch 01060: val_loss did not improve
3s - loss: 6.0229e-04 - val_loss: 5.5320e-04
Epoch 1062/1500
Epoch 01061: val_loss did not improve
3s - loss: 6.0259e-04 - val_loss: 5.7893e-04
Epoch 1063/1500
Epoch 01062: val_loss did not improve
3s - loss: 5.9271e-04 - val_loss: 5.9247e-04
Epoch 1064/1500
Epoch 01063: val_loss did not improve
3s - loss: 6.1367e-04 - val_loss: 5.7016e-04
Epoch 1065/1500
Epoch 01064: val_loss did not improve
3s - loss: 6.1054e-04 - val_loss: 5.5722e-04
Epoch 1066/1500
Epoch 01065: val_loss did not improve
3s - loss: 5.9477e-04 - val_loss: 5.7524e-04
Epoch 1067/1500
Epoch 01066: val_loss did not improve
3s - loss: 6.0389e-04 - val_loss: 5.5127e-04
Epoch 1068/1500
Epoch 01067: val_loss did not improve
3s - loss: 5.9038e-04 - val_loss: 5.6364e-04
Epoch 1069/1500
Epoch 01068: val_loss did not improve
4s - loss: 6.1162e-04 - val_loss: 5.8662e-04
Epoch 1070/1500
Epoch 01069: val_loss did not improve
4s - loss: 6.1224e-04 - val_loss: 5.5827e-04
Epoch 1071/1500
Epoch 01070: val_loss did not improve
3s - loss: 5.9642e-04 - val_loss: 5.5625e-04
Epoch 1072/1500
Epoch 01071: val_loss did not improve
3s - loss: 5.7779e-04 - val_loss: 5.5029e-04
Epoch 1073/1500
Epoch 01072: val_loss did not improve
3s - loss: 6.1746e-04 - val_loss: 5.8010e-04
Epoch 1074/1500
Epoch 01073: val_loss did not improve
3s - loss: 6.0015e-04 - val_loss: 5.8607e-04
Epoch 1075/1500
Epoch 01074: val_loss did not improve
3s - loss: 6.2759e-04 - val_loss: 5.6741e-04
Epoch 1076/1500
Epoch 01075: val_loss did not improve
3s - loss: 6.1254e-04 - val_loss: 5.6569e-04
Epoch 1077/1500
Epoch 01076: val_loss did not improve
3s - loss: 6.1181e-04 - val_loss: 5.4803e-04
Epoch 1078/1500
Epoch 01077: val_loss did not improve
3s - loss: 5.9679e-04 - val_loss: 5.8055e-04
Epoch 1079/1500
Epoch 01078: val_loss did not improve
3s - loss: 6.0619e-04 - val_loss: 5.7457e-04
Epoch 1080/1500
Epoch 01079: val_loss did not improve
3s - loss: 5.9802e-04 - val_loss: 5.6819e-04
Epoch 1081/1500
Epoch 01080: val_loss did not improve
3s - loss: 6.0394e-04 - val_loss: 5.7375e-04
Epoch 1082/1500
Epoch 01081: val_loss did not improve
3s - loss: 6.2519e-04 - val_loss: 5.7375e-04
Epoch 1083/1500
Epoch 01082: val_loss did not improve
3s - loss: 6.1538e-04 - val_loss: 5.9432e-04
Epoch 1084/1500
Epoch 01083: val_loss did not improve
3s - loss: 6.2536e-04 - val_loss: 5.8360e-04
Epoch 1085/1500
Epoch 01084: val_loss did not improve
3s - loss: 6.0730e-04 - val_loss: 5.5644e-04
Epoch 1086/1500
Epoch 01085: val_loss did not improve
3s - loss: 5.9901e-04 - val_loss: 5.5708e-04
Epoch 1087/1500
Epoch 01086: val_loss did not improve
3s - loss: 5.9834e-04 - val_loss: 5.6028e-04
Epoch 1088/1500
Epoch 01087: val_loss did not improve
3s - loss: 5.8886e-04 - val_loss: 5.5177e-04
Epoch 1089/1500
Epoch 01088: val_loss did not improve
3s - loss: 5.9422e-04 - val_loss: 5.7376e-04
Epoch 1090/1500
Epoch 01089: val_loss did not improve
3s - loss: 5.9735e-04 - val_loss: 5.8042e-04
Epoch 1091/1500
Epoch 01090: val_loss did not improve
3s - loss: 5.9777e-04 - val_loss: 5.6354e-04
Epoch 1092/1500
Epoch 01091: val_loss did not improve
3s - loss: 5.8360e-04 - val_loss: 5.7689e-04
Epoch 1093/1500
Epoch 01092: val_loss did not improve
3s - loss: 6.0655e-04 - val_loss: 5.6350e-04
Epoch 1094/1500
Epoch 01093: val_loss did not improve
3s - loss: 5.9391e-04 - val_loss: 5.6334e-04
Epoch 1095/1500
Epoch 01094: val_loss did not improve
3s - loss: 6.0343e-04 - val_loss: 5.8212e-04
Epoch 1096/1500
Epoch 01095: val_loss did not improve
3s - loss: 5.8785e-04 - val_loss: 5.8897e-04
Epoch 1097/1500
Epoch 01096: val_loss did not improve
3s - loss: 5.9285e-04 - val_loss: 5.5502e-04
Epoch 1098/1500
Epoch 01097: val_loss did not improve
3s - loss: 6.0021e-04 - val_loss: 5.6275e-04
Epoch 1099/1500
Epoch 01098: val_loss did not improve
3s - loss: 6.0553e-04 - val_loss: 5.4830e-04
Epoch 1100/1500
Epoch 01099: val_loss did not improve
3s - loss: 5.9607e-04 - val_loss: 5.5584e-04
Epoch 1101/1500
Epoch 01100: val_loss did not improve
3s - loss: 5.9142e-04 - val_loss: 5.8052e-04
Epoch 1102/1500
Epoch 01101: val_loss did not improve
3s - loss: 6.0046e-04 - val_loss: 5.5104e-04
Epoch 1103/1500
Epoch 01102: val_loss did not improve
3s - loss: 5.7390e-04 - val_loss: 5.6635e-04
Epoch 1104/1500
Epoch 01103: val_loss did not improve
3s - loss: 5.9800e-04 - val_loss: 5.4683e-04
Epoch 1105/1500
Epoch 01104: val_loss did not improve
3s - loss: 6.0885e-04 - val_loss: 5.6921e-04
Epoch 1106/1500
Epoch 01105: val_loss did not improve
3s - loss: 5.8527e-04 - val_loss: 5.8623e-04
Epoch 1107/1500
Epoch 01106: val_loss did not improve
3s - loss: 5.9770e-04 - val_loss: 5.4578e-04
Epoch 1108/1500
Epoch 01107: val_loss did not improve
3s - loss: 6.2128e-04 - val_loss: 5.6046e-04
Epoch 1109/1500
Epoch 01108: val_loss did not improve
3s - loss: 6.1011e-04 - val_loss: 5.6076e-04
Epoch 1110/1500
Epoch 01109: val_loss did not improve
3s - loss: 6.0792e-04 - val_loss: 5.8447e-04
Epoch 1111/1500
Epoch 01110: val_loss did not improve
3s - loss: 6.1142e-04 - val_loss: 5.5709e-04
Epoch 1112/1500
Epoch 01111: val_loss did not improve
3s - loss: 6.3511e-04 - val_loss: 5.5501e-04
Epoch 1113/1500
Epoch 01112: val_loss did not improve
3s - loss: 6.0351e-04 - val_loss: 5.6119e-04
Epoch 1114/1500
Epoch 01113: val_loss did not improve
3s - loss: 5.9472e-04 - val_loss: 5.7120e-04
Epoch 1115/1500
Epoch 01114: val_loss did not improve
3s - loss: 5.9715e-04 - val_loss: 5.6964e-04
Epoch 1116/1500
Epoch 01115: val_loss did not improve
3s - loss: 6.3209e-04 - val_loss: 5.7437e-04
Epoch 1117/1500
Epoch 01116: val_loss did not improve
3s - loss: 6.0448e-04 - val_loss: 5.7097e-04
Epoch 1118/1500
Epoch 01117: val_loss did not improve
3s - loss: 6.0334e-04 - val_loss: 5.6242e-04
Epoch 1119/1500
Epoch 01118: val_loss did not improve
3s - loss: 5.7966e-04 - val_loss: 5.6436e-04
Epoch 1120/1500
Epoch 01119: val_loss did not improve
3s - loss: 5.9815e-04 - val_loss: 5.4579e-04
Epoch 1121/1500
Epoch 01120: val_loss did not improve
3s - loss: 6.2179e-04 - val_loss: 5.7882e-04
Epoch 1122/1500
Epoch 01121: val_loss did not improve
3s - loss: 6.0500e-04 - val_loss: 5.5900e-04
Epoch 1123/1500
Epoch 01122: val_loss did not improve
3s - loss: 5.9694e-04 - val_loss: 5.6720e-04
Epoch 1124/1500
Epoch 01123: val_loss did not improve
3s - loss: 6.1131e-04 - val_loss: 5.5613e-04
Epoch 1125/1500
Epoch 01124: val_loss did not improve
3s - loss: 5.7444e-04 - val_loss: 5.6345e-04
Epoch 1126/1500
Epoch 01125: val_loss did not improve
3s - loss: 5.9653e-04 - val_loss: 5.8722e-04
Epoch 1127/1500
Epoch 01126: val_loss did not improve
3s - loss: 5.9736e-04 - val_loss: 5.5757e-04
Epoch 1128/1500
Epoch 01127: val_loss did not improve
3s - loss: 5.9053e-04 - val_loss: 5.4173e-04
Epoch 1129/1500
Epoch 01128: val_loss did not improve
3s - loss: 5.7794e-04 - val_loss: 5.6704e-04
Epoch 1130/1500
Epoch 01129: val_loss did not improve
3s - loss: 5.8083e-04 - val_loss: 5.7949e-04
Epoch 1131/1500
Epoch 01130: val_loss did not improve
3s - loss: 5.7414e-04 - val_loss: 5.6679e-04
Epoch 1132/1500
Epoch 01131: val_loss did not improve
3s - loss: 5.8731e-04 - val_loss: 5.4683e-04
Epoch 1133/1500
Epoch 01132: val_loss did not improve
3s - loss: 5.8411e-04 - val_loss: 5.6912e-04
Epoch 1134/1500
Epoch 01133: val_loss did not improve
3s - loss: 5.8013e-04 - val_loss: 5.6221e-04
Epoch 1135/1500
Epoch 01134: val_loss did not improve
3s - loss: 5.9316e-04 - val_loss: 5.6947e-04
Epoch 1136/1500
Epoch 01135: val_loss did not improve
3s - loss: 5.9500e-04 - val_loss: 5.8716e-04
Epoch 1137/1500
Epoch 01136: val_loss did not improve
3s - loss: 5.8132e-04 - val_loss: 5.5641e-04
Epoch 1138/1500
Epoch 01137: val_loss did not improve
3s - loss: 5.7834e-04 - val_loss: 5.4836e-04
Epoch 1139/1500
Epoch 01138: val_loss did not improve
3s - loss: 6.0135e-04 - val_loss: 5.5795e-04
Epoch 1140/1500
Epoch 01139: val_loss did not improve
3s - loss: 5.9766e-04 - val_loss: 5.5645e-04
Epoch 1141/1500
Epoch 01140: val_loss did not improve
3s - loss: 5.9228e-04 - val_loss: 5.5337e-04
Epoch 1142/1500
Epoch 01141: val_loss did not improve
3s - loss: 5.8273e-04 - val_loss: 5.5066e-04
Epoch 1143/1500
Epoch 01142: val_loss did not improve
3s - loss: 5.9824e-04 - val_loss: 5.9091e-04
Epoch 1144/1500
Epoch 01143: val_loss did not improve
3s - loss: 5.9554e-04 - val_loss: 6.0168e-04
Epoch 1145/1500
Epoch 01144: val_loss did not improve
3s - loss: 6.1581e-04 - val_loss: 5.6771e-04
Epoch 1146/1500
Epoch 01145: val_loss did not improve
3s - loss: 6.1103e-04 - val_loss: 6.0834e-04
Epoch 1147/1500
Epoch 01146: val_loss did not improve
3s - loss: 6.0457e-04 - val_loss: 5.7247e-04
Epoch 1148/1500
Epoch 01147: val_loss did not improve
3s - loss: 5.9624e-04 - val_loss: 5.5361e-04
Epoch 1149/1500
Epoch 01148: val_loss did not improve
3s - loss: 5.8055e-04 - val_loss: 5.6792e-04
Epoch 1150/1500
Epoch 01149: val_loss did not improve
3s - loss: 6.0961e-04 - val_loss: 5.6476e-04
Epoch 1151/1500
Epoch 01150: val_loss did not improve
3s - loss: 6.0202e-04 - val_loss: 5.8772e-04
Epoch 1152/1500
Epoch 01151: val_loss did not improve
3s - loss: 5.9657e-04 - val_loss: 5.7620e-04
Epoch 1153/1500
Epoch 01152: val_loss did not improve
3s - loss: 5.9730e-04 - val_loss: 5.6896e-04
Epoch 1154/1500
Epoch 01153: val_loss did not improve
3s - loss: 6.1345e-04 - val_loss: 5.6756e-04
Epoch 1155/1500
Epoch 01154: val_loss did not improve
3s - loss: 5.9879e-04 - val_loss: 5.6669e-04
Epoch 1156/1500
Epoch 01155: val_loss did not improve
3s - loss: 5.7531e-04 - val_loss: 5.6521e-04
Epoch 1157/1500
Epoch 01156: val_loss did not improve
3s - loss: 5.9077e-04 - val_loss: 5.6546e-04
Epoch 1158/1500
Epoch 01157: val_loss did not improve
3s - loss: 6.2205e-04 - val_loss: 5.7615e-04
Epoch 1159/1500
Epoch 01158: val_loss did not improve
3s - loss: 5.6377e-04 - val_loss: 5.4927e-04
Epoch 1160/1500
Epoch 01159: val_loss did not improve
3s - loss: 5.8617e-04 - val_loss: 5.8299e-04
Epoch 1161/1500
Epoch 01160: val_loss did not improve
3s - loss: 6.0355e-04 - val_loss: 5.5078e-04
Epoch 1162/1500
Epoch 01161: val_loss did not improve
3s - loss: 6.1006e-04 - val_loss: 5.5024e-04
Epoch 1163/1500
Epoch 01162: val_loss did not improve
3s - loss: 5.9844e-04 - val_loss: 5.6161e-04
Epoch 1164/1500
Epoch 01163: val_loss did not improve
3s - loss: 5.8078e-04 - val_loss: 5.5857e-04
Epoch 1165/1500
Epoch 01164: val_loss did not improve
3s - loss: 6.0245e-04 - val_loss: 5.9340e-04
Epoch 1166/1500
Epoch 01165: val_loss did not improve
3s - loss: 6.0116e-04 - val_loss: 6.0397e-04
Epoch 1167/1500
Epoch 01166: val_loss did not improve
3s - loss: 5.8886e-04 - val_loss: 5.6075e-04
Epoch 1168/1500
Epoch 01167: val_loss did not improve
3s - loss: 5.9923e-04 - val_loss: 5.9911e-04
Epoch 1169/1500
Epoch 01168: val_loss did not improve
3s - loss: 5.8956e-04 - val_loss: 5.4870e-04
Epoch 1170/1500
Epoch 01169: val_loss did not improve
3s - loss: 5.9177e-04 - val_loss: 5.4951e-04
Epoch 1171/1500
Epoch 01170: val_loss did not improve
3s - loss: 5.8609e-04 - val_loss: 5.8497e-04
Epoch 1172/1500
Epoch 01171: val_loss did not improve
3s - loss: 6.0019e-04 - val_loss: 5.7293e-04
Epoch 1173/1500
Epoch 01172: val_loss did not improve
3s - loss: 5.8442e-04 - val_loss: 5.7220e-04
Epoch 1174/1500
Epoch 01173: val_loss did not improve
3s - loss: 5.9613e-04 - val_loss: 5.6730e-04
Epoch 1175/1500
Epoch 01174: val_loss did not improve
3s - loss: 6.0301e-04 - val_loss: 5.6923e-04
Epoch 1176/1500
Epoch 01175: val_loss did not improve
3s - loss: 5.9508e-04 - val_loss: 5.6387e-04
Epoch 1177/1500
Epoch 01176: val_loss did not improve
3s - loss: 5.8885e-04 - val_loss: 6.0726e-04
Epoch 1178/1500
Epoch 01177: val_loss did not improve
3s - loss: 6.0819e-04 - val_loss: 5.7239e-04
Epoch 1179/1500
Epoch 01178: val_loss did not improve
3s - loss: 5.6543e-04 - val_loss: 5.7213e-04
Epoch 1180/1500
Epoch 01179: val_loss did not improve
3s - loss: 5.8264e-04 - val_loss: 5.8258e-04
Epoch 1181/1500
Epoch 01180: val_loss did not improve
3s - loss: 5.8119e-04 - val_loss: 5.7762e-04
Epoch 1182/1500
Epoch 01181: val_loss did not improve
3s - loss: 5.7558e-04 - val_loss: 5.7631e-04
Epoch 1183/1500
Epoch 01182: val_loss did not improve
3s - loss: 5.8141e-04 - val_loss: 5.5720e-04
Epoch 1184/1500
Epoch 01183: val_loss did not improve
3s - loss: 5.9323e-04 - val_loss: 5.4742e-04
Epoch 1185/1500
Epoch 01184: val_loss did not improve
3s - loss: 5.8020e-04 - val_loss: 5.4972e-04
Epoch 1186/1500
Epoch 01185: val_loss did not improve
3s - loss: 5.7901e-04 - val_loss: 5.4910e-04
Epoch 1187/1500
Epoch 01186: val_loss did not improve
3s - loss: 5.9593e-04 - val_loss: 5.5543e-04
Epoch 1188/1500
Epoch 01187: val_loss did not improve
3s - loss: 5.8859e-04 - val_loss: 5.8184e-04
Epoch 1189/1500
Epoch 01188: val_loss did not improve
3s - loss: 5.9036e-04 - val_loss: 5.5527e-04
Epoch 1190/1500
Epoch 01189: val_loss did not improve
3s - loss: 5.9174e-04 - val_loss: 5.8669e-04
Epoch 1191/1500
Epoch 01190: val_loss did not improve
3s - loss: 5.9519e-04 - val_loss: 5.7411e-04
Epoch 1192/1500
Epoch 01191: val_loss did not improve
3s - loss: 6.1425e-04 - val_loss: 5.5595e-04
Epoch 1193/1500
Epoch 01192: val_loss did not improve
3s - loss: 6.0518e-04 - val_loss: 5.6305e-04
Epoch 1194/1500
Epoch 01193: val_loss did not improve
3s - loss: 5.8616e-04 - val_loss: 5.8894e-04
Epoch 1195/1500
Epoch 01194: val_loss did not improve
3s - loss: 6.0175e-04 - val_loss: 5.9488e-04
Epoch 1196/1500
Epoch 01195: val_loss did not improve
3s - loss: 5.9294e-04 - val_loss: 5.5101e-04
Epoch 1197/1500
Epoch 01196: val_loss did not improve
3s - loss: 6.0125e-04 - val_loss: 5.6321e-04
Epoch 1198/1500
Epoch 01197: val_loss did not improve
3s - loss: 5.9402e-04 - val_loss: 5.6725e-04
Epoch 1199/1500
Epoch 01198: val_loss did not improve
3s - loss: 5.9449e-04 - val_loss: 5.6817e-04
Epoch 1200/1500
Epoch 01199: val_loss did not improve
3s - loss: 6.0716e-04 - val_loss: 5.7856e-04
Epoch 1201/1500
Epoch 01200: val_loss did not improve
3s - loss: 6.1333e-04 - val_loss: 5.6481e-04
Epoch 1202/1500
Epoch 01201: val_loss did not improve
3s - loss: 6.0659e-04 - val_loss: 5.5109e-04
Epoch 1203/1500
Epoch 01202: val_loss did not improve
3s - loss: 5.9643e-04 - val_loss: 5.5056e-04
Epoch 1204/1500
Epoch 01203: val_loss did not improve
3s - loss: 6.1733e-04 - val_loss: 5.5967e-04
Epoch 1205/1500
Epoch 01204: val_loss did not improve
3s - loss: 5.9026e-04 - val_loss: 5.5181e-04
Epoch 1206/1500
Epoch 01205: val_loss did not improve
3s - loss: 5.9236e-04 - val_loss: 5.5485e-04
Epoch 1207/1500
Epoch 01206: val_loss did not improve
3s - loss: 5.9079e-04 - val_loss: 5.6867e-04
Epoch 1208/1500
Epoch 01207: val_loss did not improve
3s - loss: 5.8761e-04 - val_loss: 5.6712e-04
Epoch 1209/1500
Epoch 01208: val_loss did not improve
3s - loss: 5.8159e-04 - val_loss: 5.9059e-04
Epoch 1210/1500
Epoch 01209: val_loss did not improve
3s - loss: 5.7811e-04 - val_loss: 5.9739e-04
Epoch 1211/1500
Epoch 01210: val_loss did not improve
3s - loss: 5.9503e-04 - val_loss: 5.6820e-04
Epoch 1212/1500
Epoch 01211: val_loss did not improve
3s - loss: 6.0045e-04 - val_loss: 5.5642e-04
Epoch 1213/1500
Epoch 01212: val_loss did not improve
3s - loss: 5.9097e-04 - val_loss: 5.6436e-04
Epoch 1214/1500
Epoch 01213: val_loss did not improve
3s - loss: 5.7779e-04 - val_loss: 5.6867e-04
Epoch 1215/1500
Epoch 01214: val_loss did not improve
5s - loss: 6.0941e-04 - val_loss: 5.7622e-04
Epoch 1216/1500
Epoch 01215: val_loss did not improve
5s - loss: 5.9421e-04 - val_loss: 5.5769e-04
Epoch 1217/1500
Epoch 01216: val_loss did not improve
5s - loss: 5.9088e-04 - val_loss: 5.6417e-04
Epoch 1218/1500
Epoch 01217: val_loss did not improve
5s - loss: 5.8618e-04 - val_loss: 5.7217e-04
Epoch 1219/1500
Epoch 01218: val_loss did not improve
3s - loss: 5.8785e-04 - val_loss: 5.6981e-04
Epoch 1220/1500
Epoch 01219: val_loss did not improve
3s - loss: 5.9905e-04 - val_loss: 5.6766e-04
Epoch 1221/1500
Epoch 01220: val_loss did not improve
3s - loss: 5.8787e-04 - val_loss: 5.8551e-04
Epoch 1222/1500
Epoch 01221: val_loss did not improve
3s - loss: 5.8436e-04 - val_loss: 5.5352e-04
Epoch 1223/1500
Epoch 01222: val_loss did not improve
7s - loss: 5.8869e-04 - val_loss: 5.5692e-04
Epoch 1224/1500
Epoch 01223: val_loss did not improve
7s - loss: 5.8869e-04 - val_loss: 5.5702e-04
Epoch 1225/1500
Epoch 01224: val_loss did not improve
7s - loss: 5.7828e-04 - val_loss: 5.9244e-04
Epoch 1226/1500
Epoch 01225: val_loss did not improve
7s - loss: 5.8167e-04 - val_loss: 5.8285e-04
Epoch 1227/1500
Epoch 01226: val_loss did not improve
7s - loss: 6.0268e-04 - val_loss: 5.6962e-04
Epoch 1228/1500
Epoch 01227: val_loss did not improve
6s - loss: 5.8139e-04 - val_loss: 5.7253e-04
Epoch 1229/1500
Epoch 01228: val_loss did not improve
5s - loss: 5.7729e-04 - val_loss: 5.7540e-04
Epoch 1230/1500
Epoch 01229: val_loss did not improve
5s - loss: 5.9110e-04 - val_loss: 5.8059e-04
Epoch 1231/1500
Epoch 01230: val_loss did not improve
6s - loss: 5.9788e-04 - val_loss: 5.7373e-04
Epoch 1232/1500
Epoch 01231: val_loss did not improve
4s - loss: 5.7740e-04 - val_loss: 5.7524e-04
Epoch 1233/1500
Epoch 01232: val_loss did not improve
3s - loss: 5.7310e-04 - val_loss: 5.7153e-04
Epoch 1234/1500
Epoch 01233: val_loss did not improve
3s - loss: 5.6605e-04 - val_loss: 5.8542e-04
Epoch 1235/1500
Epoch 01234: val_loss did not improve
3s - loss: 5.8859e-04 - val_loss: 5.6428e-04
Epoch 1236/1500
Epoch 01235: val_loss did not improve
3s - loss: 5.8792e-04 - val_loss: 5.5004e-04
Epoch 1237/1500
Epoch 01236: val_loss did not improve
3s - loss: 6.0807e-04 - val_loss: 5.4802e-04
Epoch 1238/1500
Epoch 01237: val_loss did not improve
3s - loss: 5.8978e-04 - val_loss: 5.9516e-04
Epoch 1239/1500
Epoch 01238: val_loss did not improve
3s - loss: 5.9034e-04 - val_loss: 6.1586e-04
Epoch 1240/1500
Epoch 01239: val_loss did not improve
3s - loss: 6.0674e-04 - val_loss: 5.5044e-04
Epoch 1241/1500
Epoch 01240: val_loss did not improve
3s - loss: 5.8748e-04 - val_loss: 5.6163e-04
Epoch 1242/1500
Epoch 01241: val_loss did not improve
3s - loss: 5.8322e-04 - val_loss: 5.7448e-04
Epoch 1243/1500
Epoch 01242: val_loss did not improve
3s - loss: 6.0129e-04 - val_loss: 5.9464e-04
Epoch 1244/1500
Epoch 01243: val_loss did not improve
3s - loss: 5.8412e-04 - val_loss: 5.6266e-04
Epoch 1245/1500
Epoch 01244: val_loss did not improve
3s - loss: 5.8785e-04 - val_loss: 5.6766e-04
Epoch 1246/1500
Epoch 01245: val_loss did not improve
3s - loss: 5.8783e-04 - val_loss: 5.6705e-04
Epoch 1247/1500
Epoch 01246: val_loss did not improve
3s - loss: 5.9131e-04 - val_loss: 5.8100e-04
Epoch 1248/1500
Epoch 01247: val_loss did not improve
3s - loss: 5.9546e-04 - val_loss: 5.7371e-04
Epoch 1249/1500
Epoch 01248: val_loss did not improve
3s - loss: 5.7424e-04 - val_loss: 5.7253e-04
Epoch 1250/1500
Epoch 01249: val_loss did not improve
3s - loss: 6.0375e-04 - val_loss: 5.5212e-04
Epoch 1251/1500
Epoch 01250: val_loss did not improve
3s - loss: 5.6680e-04 - val_loss: 5.5625e-04
Epoch 1252/1500
Epoch 01251: val_loss did not improve
3s - loss: 5.8951e-04 - val_loss: 5.7837e-04
Epoch 1253/1500
Epoch 01252: val_loss did not improve
3s - loss: 5.8198e-04 - val_loss: 5.6862e-04
Epoch 1254/1500
Epoch 01253: val_loss did not improve
7s - loss: 5.6467e-04 - val_loss: 5.5815e-04
Epoch 1255/1500
Epoch 01254: val_loss did not improve
5s - loss: 5.9695e-04 - val_loss: 5.4651e-04
Epoch 1256/1500
Epoch 01255: val_loss did not improve
3s - loss: 5.9209e-04 - val_loss: 5.6253e-04
Epoch 1257/1500
Epoch 01256: val_loss did not improve
3s - loss: 5.8537e-04 - val_loss: 5.7134e-04
Epoch 1258/1500
Epoch 01257: val_loss did not improve
3s - loss: 5.7292e-04 - val_loss: 5.6913e-04
Epoch 1259/1500
Epoch 01258: val_loss did not improve
3s - loss: 5.7312e-04 - val_loss: 5.6865e-04
Epoch 1260/1500
Epoch 01259: val_loss did not improve
3s - loss: 6.0269e-04 - val_loss: 5.6131e-04
Epoch 1261/1500
Epoch 01260: val_loss did not improve
3s - loss: 5.8128e-04 - val_loss: 5.5566e-04
Epoch 1262/1500
Epoch 01261: val_loss did not improve
3s - loss: 5.8997e-04 - val_loss: 5.5937e-04
Epoch 1263/1500
Epoch 01262: val_loss did not improve
3s - loss: 5.8547e-04 - val_loss: 5.6663e-04
Epoch 1264/1500
Epoch 01263: val_loss did not improve
3s - loss: 5.8090e-04 - val_loss: 5.8739e-04
Epoch 1265/1500
Epoch 01264: val_loss did not improve
3s - loss: 5.6815e-04 - val_loss: 5.5718e-04
Epoch 1266/1500
Epoch 01265: val_loss did not improve
3s - loss: 5.7777e-04 - val_loss: 5.5665e-04
Epoch 1267/1500
Epoch 01266: val_loss did not improve
3s - loss: 5.8700e-04 - val_loss: 5.8268e-04
Epoch 1268/1500
Epoch 01267: val_loss did not improve
3s - loss: 5.8920e-04 - val_loss: 5.6613e-04
Epoch 1269/1500
Epoch 01268: val_loss did not improve
3s - loss: 5.8706e-04 - val_loss: 5.6592e-04
Epoch 1270/1500
Epoch 01269: val_loss did not improve
3s - loss: 5.8969e-04 - val_loss: 5.7040e-04
Epoch 1271/1500
Epoch 01270: val_loss did not improve
3s - loss: 5.9670e-04 - val_loss: 5.6724e-04
Epoch 1272/1500
Epoch 01271: val_loss did not improve
3s - loss: 5.7021e-04 - val_loss: 5.8335e-04
Epoch 1273/1500
Epoch 01272: val_loss did not improve
4s - loss: 5.9754e-04 - val_loss: 5.5888e-04
Epoch 1274/1500
Epoch 01273: val_loss did not improve
4s - loss: 5.8289e-04 - val_loss: 5.7825e-04
Epoch 1275/1500
Epoch 01274: val_loss did not improve
4s - loss: 5.7800e-04 - val_loss: 5.5325e-04
Epoch 1276/1500
Epoch 01275: val_loss did not improve
4s - loss: 5.9178e-04 - val_loss: 5.6480e-04
Epoch 1277/1500
Epoch 01276: val_loss did not improve
4s - loss: 5.6012e-04 - val_loss: 5.7743e-04
Epoch 1278/1500
Epoch 01277: val_loss did not improve
4s - loss: 6.0368e-04 - val_loss: 5.7095e-04
Epoch 1279/1500
Epoch 01278: val_loss did not improve
4s - loss: 5.9546e-04 - val_loss: 6.2311e-04
Epoch 1280/1500
Epoch 01279: val_loss did not improve
4s - loss: 5.8814e-04 - val_loss: 5.8469e-04
Epoch 1281/1500
Epoch 01280: val_loss did not improve
4s - loss: 5.6992e-04 - val_loss: 5.8291e-04
Epoch 1282/1500
Epoch 01281: val_loss did not improve
4s - loss: 5.8534e-04 - val_loss: 5.9101e-04
Epoch 1283/1500
Epoch 01282: val_loss did not improve
4s - loss: 5.7276e-04 - val_loss: 5.7618e-04
Epoch 1284/1500
Epoch 01283: val_loss did not improve
4s - loss: 5.8538e-04 - val_loss: 5.6379e-04
Epoch 1285/1500
Epoch 01284: val_loss did not improve
3s - loss: 5.7141e-04 - val_loss: 5.7850e-04
Epoch 1286/1500
Epoch 01285: val_loss did not improve
3s - loss: 5.8516e-04 - val_loss: 5.5980e-04
Epoch 1287/1500
Epoch 01286: val_loss did not improve
3s - loss: 6.0650e-04 - val_loss: 5.7034e-04
Epoch 1288/1500
Epoch 01287: val_loss did not improve
3s - loss: 5.9467e-04 - val_loss: 5.7702e-04
Epoch 1289/1500
Epoch 01288: val_loss did not improve
3s - loss: 5.7963e-04 - val_loss: 5.9271e-04
Epoch 1290/1500
Epoch 01289: val_loss did not improve
3s - loss: 5.7985e-04 - val_loss: 5.7779e-04
Epoch 1291/1500
Epoch 01290: val_loss did not improve
3s - loss: 5.9796e-04 - val_loss: 5.6775e-04
Epoch 1292/1500
Epoch 01291: val_loss did not improve
3s - loss: 5.7918e-04 - val_loss: 5.7419e-04
Epoch 1293/1500
Epoch 01292: val_loss did not improve
3s - loss: 5.6540e-04 - val_loss: 5.6887e-04
Epoch 1294/1500
Epoch 01293: val_loss did not improve
3s - loss: 5.8479e-04 - val_loss: 5.9840e-04
Epoch 1295/1500
Epoch 01294: val_loss did not improve
3s - loss: 5.8423e-04 - val_loss: 5.7375e-04
Epoch 1296/1500
Epoch 01295: val_loss did not improve
3s - loss: 5.9679e-04 - val_loss: 5.4456e-04
Epoch 1297/1500
Epoch 01296: val_loss did not improve
3s - loss: 5.9815e-04 - val_loss: 5.6013e-04
Epoch 1298/1500
Epoch 01297: val_loss did not improve
3s - loss: 5.8696e-04 - val_loss: 5.7987e-04
Epoch 1299/1500
Epoch 01298: val_loss did not improve
3s - loss: 5.9388e-04 - val_loss: 5.8684e-04
Epoch 1300/1500
Epoch 01299: val_loss did not improve
3s - loss: 5.7244e-04 - val_loss: 5.6938e-04
Epoch 1301/1500
Epoch 01300: val_loss did not improve
3s - loss: 5.8899e-04 - val_loss: 5.5616e-04
Epoch 1302/1500
Epoch 01301: val_loss did not improve
3s - loss: 5.9980e-04 - val_loss: 5.7570e-04
Epoch 1303/1500
Epoch 01302: val_loss did not improve
3s - loss: 5.7501e-04 - val_loss: 5.5536e-04
Epoch 1304/1500
Epoch 01303: val_loss did not improve
3s - loss: 5.8627e-04 - val_loss: 5.8837e-04
Epoch 1305/1500
Epoch 01304: val_loss did not improve
3s - loss: 5.8645e-04 - val_loss: 5.5998e-04
Epoch 1306/1500
Epoch 01305: val_loss did not improve
3s - loss: 5.7334e-04 - val_loss: 5.5321e-04
Epoch 1307/1500
Epoch 01306: val_loss did not improve
3s - loss: 5.8324e-04 - val_loss: 5.7805e-04
Epoch 1308/1500
Epoch 01307: val_loss did not improve
3s - loss: 5.6015e-04 - val_loss: 5.7228e-04
Epoch 1309/1500
Epoch 01308: val_loss did not improve
3s - loss: 5.6905e-04 - val_loss: 5.6183e-04
Epoch 1310/1500
Epoch 01309: val_loss did not improve
3s - loss: 5.9477e-04 - val_loss: 5.8364e-04
Epoch 1311/1500
Epoch 01310: val_loss did not improve
3s - loss: 5.8075e-04 - val_loss: 5.9057e-04
Epoch 1312/1500
Epoch 01311: val_loss did not improve
3s - loss: 5.8600e-04 - val_loss: 5.6894e-04
Epoch 1313/1500
Epoch 01312: val_loss did not improve
3s - loss: 5.8351e-04 - val_loss: 5.4472e-04
Epoch 1314/1500
Epoch 01313: val_loss did not improve
3s - loss: 5.7159e-04 - val_loss: 5.8957e-04
Epoch 1315/1500
Epoch 01314: val_loss did not improve
3s - loss: 5.7809e-04 - val_loss: 5.8107e-04
Epoch 1316/1500
Epoch 01315: val_loss did not improve
3s - loss: 5.7032e-04 - val_loss: 5.5177e-04
Epoch 1317/1500
Epoch 01316: val_loss did not improve
3s - loss: 5.8556e-04 - val_loss: 5.6444e-04
Epoch 1318/1500
Epoch 01317: val_loss did not improve
3s - loss: 5.7881e-04 - val_loss: 5.6006e-04
Epoch 1319/1500
Epoch 01318: val_loss did not improve
3s - loss: 5.6623e-04 - val_loss: 5.7524e-04
Epoch 1320/1500
Epoch 01319: val_loss did not improve
3s - loss: 5.8424e-04 - val_loss: 5.7888e-04
Epoch 1321/1500
Epoch 01320: val_loss did not improve
3s - loss: 5.8799e-04 - val_loss: 5.5969e-04
Epoch 1322/1500
Epoch 01321: val_loss did not improve
3s - loss: 5.9859e-04 - val_loss: 5.8266e-04
Epoch 1323/1500
Epoch 01322: val_loss did not improve
3s - loss: 5.6742e-04 - val_loss: 5.7141e-04
Epoch 1324/1500
Epoch 01323: val_loss did not improve
3s - loss: 5.6332e-04 - val_loss: 5.8142e-04
Epoch 1325/1500
Epoch 01324: val_loss did not improve
3s - loss: 5.7287e-04 - val_loss: 5.9239e-04
Epoch 1326/1500
Epoch 01325: val_loss did not improve
3s - loss: 5.8014e-04 - val_loss: 5.6553e-04
Epoch 1327/1500
Epoch 01326: val_loss did not improve
3s - loss: 5.7405e-04 - val_loss: 5.7644e-04
Epoch 1328/1500
Epoch 01327: val_loss did not improve
3s - loss: 5.5881e-04 - val_loss: 5.7680e-04
Epoch 1329/1500
Epoch 01328: val_loss did not improve
3s - loss: 5.9323e-04 - val_loss: 5.5729e-04
Epoch 1330/1500
Epoch 01329: val_loss did not improve
3s - loss: 5.8305e-04 - val_loss: 5.4775e-04
Epoch 1331/1500
Epoch 01330: val_loss did not improve
3s - loss: 5.7845e-04 - val_loss: 5.6833e-04
Epoch 1332/1500
Epoch 01331: val_loss did not improve
3s - loss: 5.6830e-04 - val_loss: 5.6672e-04
Epoch 1333/1500
Epoch 01332: val_loss did not improve
3s - loss: 5.6524e-04 - val_loss: 5.7576e-04
Epoch 1334/1500
Epoch 01333: val_loss did not improve
3s - loss: 5.9187e-04 - val_loss: 5.5824e-04
Epoch 1335/1500
Epoch 01334: val_loss did not improve
3s - loss: 6.0120e-04 - val_loss: 5.5649e-04
Epoch 1336/1500
Epoch 01335: val_loss did not improve
3s - loss: 6.0725e-04 - val_loss: 5.5744e-04
Epoch 1337/1500
Epoch 01336: val_loss did not improve
3s - loss: 5.4335e-04 - val_loss: 5.6424e-04
Epoch 1338/1500
Epoch 01337: val_loss did not improve
3s - loss: 5.8170e-04 - val_loss: 5.5202e-04
Epoch 1339/1500
Epoch 01338: val_loss did not improve
3s - loss: 5.9709e-04 - val_loss: 5.6135e-04
Epoch 1340/1500
Epoch 01339: val_loss did not improve
3s - loss: 5.9114e-04 - val_loss: 5.6201e-04
Epoch 1341/1500
Epoch 01340: val_loss did not improve
3s - loss: 5.7719e-04 - val_loss: 5.6174e-04
Epoch 1342/1500
Epoch 01341: val_loss did not improve
3s - loss: 5.9692e-04 - val_loss: 5.5956e-04
Epoch 1343/1500
Epoch 01342: val_loss did not improve
3s - loss: 5.9212e-04 - val_loss: 5.7346e-04
Epoch 1344/1500
Epoch 01343: val_loss did not improve
3s - loss: 5.6298e-04 - val_loss: 5.5563e-04
Epoch 1345/1500
Epoch 01344: val_loss did not improve
3s - loss: 5.6815e-04 - val_loss: 5.9190e-04
Epoch 1346/1500
Epoch 01345: val_loss did not improve
3s - loss: 5.8052e-04 - val_loss: 5.5520e-04
Epoch 1347/1500
Epoch 01346: val_loss did not improve
3s - loss: 5.7913e-04 - val_loss: 5.7967e-04
Epoch 1348/1500
Epoch 01347: val_loss did not improve
3s - loss: 5.7811e-04 - val_loss: 5.6994e-04
Epoch 1349/1500
Epoch 01348: val_loss did not improve
3s - loss: 5.6589e-04 - val_loss: 5.8458e-04
Epoch 1350/1500
Epoch 01349: val_loss did not improve
3s - loss: 5.8564e-04 - val_loss: 5.8026e-04
Epoch 1351/1500
Epoch 01350: val_loss did not improve
3s - loss: 5.7743e-04 - val_loss: 5.7949e-04
Epoch 1352/1500
Epoch 01351: val_loss did not improve
3s - loss: 5.8684e-04 - val_loss: 5.5810e-04
Epoch 1353/1500
Epoch 01352: val_loss did not improve
3s - loss: 5.8990e-04 - val_loss: 5.5616e-04
Epoch 1354/1500
Epoch 01353: val_loss did not improve
3s - loss: 5.8184e-04 - val_loss: 5.4870e-04
Epoch 1355/1500
Epoch 01354: val_loss did not improve
3s - loss: 6.0147e-04 - val_loss: 5.9273e-04
Epoch 1356/1500
Epoch 01355: val_loss did not improve
3s - loss: 5.8995e-04 - val_loss: 5.7469e-04
Epoch 1357/1500
Epoch 01356: val_loss did not improve
3s - loss: 5.7564e-04 - val_loss: 5.6515e-04
Epoch 1358/1500
Epoch 01357: val_loss did not improve
3s - loss: 5.7398e-04 - val_loss: 5.5817e-04
Epoch 1359/1500
Epoch 01358: val_loss did not improve
3s - loss: 5.5975e-04 - val_loss: 5.6929e-04
Epoch 1360/1500
Epoch 01359: val_loss did not improve
3s - loss: 6.0077e-04 - val_loss: 5.7267e-04
Epoch 1361/1500
Epoch 01360: val_loss did not improve
3s - loss: 5.7885e-04 - val_loss: 5.6858e-04
Epoch 1362/1500
Epoch 01361: val_loss did not improve
3s - loss: 5.7586e-04 - val_loss: 5.7693e-04
Epoch 1363/1500
Epoch 01362: val_loss did not improve
3s - loss: 5.7396e-04 - val_loss: 5.7753e-04
Epoch 1364/1500
Epoch 01363: val_loss did not improve
3s - loss: 5.8818e-04 - val_loss: 5.8329e-04
Epoch 1365/1500
Epoch 01364: val_loss did not improve
3s - loss: 5.9464e-04 - val_loss: 5.6351e-04
Epoch 1366/1500
Epoch 01365: val_loss did not improve
3s - loss: 5.9954e-04 - val_loss: 5.8165e-04
Epoch 1367/1500
Epoch 01366: val_loss did not improve
3s - loss: 5.9001e-04 - val_loss: 5.7208e-04
Epoch 1368/1500
Epoch 01367: val_loss did not improve
3s - loss: 5.8112e-04 - val_loss: 5.5063e-04
Epoch 1369/1500
Epoch 01368: val_loss did not improve
3s - loss: 5.7184e-04 - val_loss: 5.7256e-04
Epoch 1370/1500
Epoch 01369: val_loss did not improve
3s - loss: 5.7729e-04 - val_loss: 5.6955e-04
Epoch 1371/1500
Epoch 01370: val_loss did not improve
3s - loss: 5.8576e-04 - val_loss: 5.6883e-04
Epoch 1372/1500
Epoch 01371: val_loss did not improve
3s - loss: 5.6028e-04 - val_loss: 6.0565e-04
Epoch 1373/1500
Epoch 01372: val_loss did not improve
3s - loss: 5.7069e-04 - val_loss: 5.6981e-04
Epoch 1374/1500
Epoch 01373: val_loss did not improve
3s - loss: 5.7982e-04 - val_loss: 5.7101e-04
Epoch 1375/1500
Epoch 01374: val_loss did not improve
3s - loss: 5.7261e-04 - val_loss: 5.6623e-04
Epoch 1376/1500
Epoch 01375: val_loss did not improve
3s - loss: 5.8806e-04 - val_loss: 5.6373e-04
Epoch 1377/1500
Epoch 01376: val_loss did not improve
3s - loss: 5.8084e-04 - val_loss: 5.6116e-04
Epoch 1378/1500
Epoch 01377: val_loss did not improve
3s - loss: 5.7592e-04 - val_loss: 5.6536e-04
Epoch 1379/1500
Epoch 01378: val_loss did not improve
3s - loss: 5.7633e-04 - val_loss: 5.7334e-04
Epoch 1380/1500
Epoch 01379: val_loss did not improve
3s - loss: 5.8717e-04 - val_loss: 5.7771e-04
Epoch 1381/1500
Epoch 01380: val_loss did not improve
3s - loss: 5.7900e-04 - val_loss: 5.6786e-04
Epoch 1382/1500
Epoch 01381: val_loss did not improve
3s - loss: 5.8021e-04 - val_loss: 5.6986e-04
Epoch 1383/1500
Epoch 01382: val_loss did not improve
3s - loss: 5.6612e-04 - val_loss: 5.6540e-04
Epoch 1384/1500
Epoch 01383: val_loss did not improve
3s - loss: 5.9252e-04 - val_loss: 5.9234e-04
Epoch 1385/1500
Epoch 01384: val_loss did not improve
3s - loss: 6.0091e-04 - val_loss: 5.5682e-04
Epoch 1386/1500
Epoch 01385: val_loss did not improve
3s - loss: 5.9124e-04 - val_loss: 5.7895e-04
Epoch 1387/1500
Epoch 01386: val_loss did not improve
3s - loss: 5.6347e-04 - val_loss: 5.7157e-04
Epoch 1388/1500
Epoch 01387: val_loss did not improve
3s - loss: 5.6678e-04 - val_loss: 5.6958e-04
Epoch 1389/1500
Epoch 01388: val_loss did not improve
3s - loss: 5.7837e-04 - val_loss: 5.6180e-04
Epoch 1390/1500
Epoch 01389: val_loss did not improve
3s - loss: 5.7711e-04 - val_loss: 5.8515e-04
Epoch 1391/1500
Epoch 01390: val_loss did not improve
3s - loss: 5.6707e-04 - val_loss: 5.8416e-04
Epoch 1392/1500
Epoch 01391: val_loss did not improve
3s - loss: 5.8210e-04 - val_loss: 5.5984e-04
Epoch 1393/1500
Epoch 01392: val_loss did not improve
3s - loss: 5.8546e-04 - val_loss: 5.6249e-04
Epoch 1394/1500
Epoch 01393: val_loss did not improve
3s - loss: 5.8558e-04 - val_loss: 5.6953e-04
Epoch 1395/1500
Epoch 01394: val_loss did not improve
3s - loss: 5.8338e-04 - val_loss: 5.8555e-04
Epoch 1396/1500
Epoch 01395: val_loss did not improve
3s - loss: 6.0331e-04 - val_loss: 5.7067e-04
Epoch 1397/1500
Epoch 01396: val_loss did not improve
3s - loss: 5.6253e-04 - val_loss: 5.7318e-04
Epoch 1398/1500
Epoch 01397: val_loss did not improve
3s - loss: 5.9023e-04 - val_loss: 5.9451e-04
Epoch 1399/1500
Epoch 01398: val_loss did not improve
3s - loss: 5.7847e-04 - val_loss: 6.2787e-04
Epoch 1400/1500
Epoch 01399: val_loss did not improve
3s - loss: 5.9174e-04 - val_loss: 5.8288e-04
Epoch 1401/1500
Epoch 01400: val_loss did not improve
3s - loss: 5.7727e-04 - val_loss: 5.4430e-04
Epoch 1402/1500
Epoch 01401: val_loss did not improve
3s - loss: 5.7913e-04 - val_loss: 5.5920e-04
Epoch 1403/1500
Epoch 01402: val_loss did not improve
3s - loss: 5.8426e-04 - val_loss: 5.8928e-04
Epoch 1404/1500
Epoch 01403: val_loss did not improve
3s - loss: 5.7542e-04 - val_loss: 5.8464e-04
Epoch 1405/1500
Epoch 01404: val_loss did not improve
3s - loss: 5.7842e-04 - val_loss: 5.7373e-04
Epoch 1406/1500
Epoch 01405: val_loss did not improve
3s - loss: 5.7778e-04 - val_loss: 5.5979e-04
Epoch 1407/1500
Epoch 01406: val_loss did not improve
3s - loss: 5.8918e-04 - val_loss: 5.8948e-04
Epoch 1408/1500
Epoch 01407: val_loss did not improve
3s - loss: 5.7079e-04 - val_loss: 5.6383e-04
Epoch 1409/1500
Epoch 01408: val_loss did not improve
3s - loss: 5.9608e-04 - val_loss: 5.7254e-04
Epoch 1410/1500
Epoch 01409: val_loss did not improve
3s - loss: 5.8771e-04 - val_loss: 5.8331e-04
Epoch 1411/1500
Epoch 01410: val_loss did not improve
3s - loss: 5.9467e-04 - val_loss: 5.9292e-04
Epoch 1412/1500
Epoch 01411: val_loss did not improve
3s - loss: 5.8670e-04 - val_loss: 5.8009e-04
Epoch 1413/1500
Epoch 01412: val_loss did not improve
3s - loss: 5.5094e-04 - val_loss: 5.8433e-04
Epoch 1414/1500
Epoch 01413: val_loss did not improve
3s - loss: 5.7772e-04 - val_loss: 5.6181e-04
Epoch 1415/1500
Epoch 01414: val_loss did not improve
3s - loss: 5.9241e-04 - val_loss: 5.9098e-04
Epoch 1416/1500
Epoch 01415: val_loss did not improve
3s - loss: 5.7808e-04 - val_loss: 6.0161e-04
Epoch 1417/1500
Epoch 01416: val_loss did not improve
3s - loss: 5.8068e-04 - val_loss: 5.7369e-04
Epoch 1418/1500
Epoch 01417: val_loss did not improve
3s - loss: 5.6597e-04 - val_loss: 5.5434e-04
Epoch 1419/1500
Epoch 01418: val_loss did not improve
3s - loss: 5.7081e-04 - val_loss: 6.1091e-04
Epoch 1420/1500
Epoch 01419: val_loss did not improve
3s - loss: 5.8332e-04 - val_loss: 5.7448e-04
Epoch 1421/1500
Epoch 01420: val_loss did not improve
3s - loss: 5.8273e-04 - val_loss: 5.7652e-04
Epoch 1422/1500
Epoch 01421: val_loss did not improve
3s - loss: 5.7225e-04 - val_loss: 5.7702e-04
Epoch 1423/1500
Epoch 01422: val_loss did not improve
3s - loss: 6.2281e-04 - val_loss: 5.7603e-04
Epoch 1424/1500
Epoch 01423: val_loss did not improve
3s - loss: 5.8311e-04 - val_loss: 5.5696e-04
Epoch 1425/1500
Epoch 01424: val_loss did not improve
3s - loss: 5.8155e-04 - val_loss: 5.7942e-04
Epoch 1426/1500
Epoch 01425: val_loss did not improve
3s - loss: 5.9365e-04 - val_loss: 5.8684e-04
Epoch 1427/1500
Epoch 01426: val_loss did not improve
3s - loss: 5.6672e-04 - val_loss: 5.5643e-04
Epoch 1428/1500
Epoch 01427: val_loss did not improve
3s - loss: 5.6171e-04 - val_loss: 5.7793e-04
Epoch 1429/1500
Epoch 01428: val_loss did not improve
3s - loss: 5.6314e-04 - val_loss: 5.6839e-04
Epoch 1430/1500
Epoch 01429: val_loss did not improve
3s - loss: 5.8173e-04 - val_loss: 6.0898e-04
Epoch 1431/1500
Epoch 01430: val_loss did not improve
3s - loss: 5.8959e-04 - val_loss: 5.7279e-04
Epoch 1432/1500
Epoch 01431: val_loss did not improve
3s - loss: 5.6723e-04 - val_loss: 5.7019e-04
Epoch 1433/1500
Epoch 01432: val_loss did not improve
3s - loss: 5.6235e-04 - val_loss: 5.7655e-04
Epoch 1434/1500
Epoch 01433: val_loss did not improve
3s - loss: 5.6922e-04 - val_loss: 5.8674e-04
Epoch 1435/1500
Epoch 01434: val_loss did not improve
3s - loss: 5.9083e-04 - val_loss: 6.1962e-04
Epoch 1436/1500
Epoch 01435: val_loss did not improve
3s - loss: 5.8518e-04 - val_loss: 5.6167e-04
Epoch 1437/1500
Epoch 01436: val_loss did not improve
3s - loss: 5.6528e-04 - val_loss: 5.7917e-04
Epoch 1438/1500
Epoch 01437: val_loss did not improve
3s - loss: 5.8033e-04 - val_loss: 5.7800e-04
Epoch 1439/1500
Epoch 01438: val_loss did not improve
3s - loss: 5.6909e-04 - val_loss: 5.7167e-04
Epoch 1440/1500
Epoch 01439: val_loss did not improve
3s - loss: 5.8341e-04 - val_loss: 5.6549e-04
Epoch 1441/1500
Epoch 01440: val_loss did not improve
3s - loss: 5.7681e-04 - val_loss: 5.6788e-04
Epoch 1442/1500
Epoch 01441: val_loss did not improve
3s - loss: 5.8338e-04 - val_loss: 5.6272e-04
Epoch 1443/1500
Epoch 01442: val_loss did not improve
3s - loss: 5.6698e-04 - val_loss: 5.6229e-04
Epoch 1444/1500
Epoch 01443: val_loss did not improve
3s - loss: 5.7091e-04 - val_loss: 5.9311e-04
Epoch 1445/1500
Epoch 01444: val_loss did not improve
3s - loss: 5.5675e-04 - val_loss: 5.6062e-04
Epoch 1446/1500
Epoch 01445: val_loss did not improve
3s - loss: 5.7962e-04 - val_loss: 5.4686e-04
Epoch 1447/1500
Epoch 01446: val_loss did not improve
3s - loss: 5.6360e-04 - val_loss: 5.7272e-04
Epoch 1448/1500
Epoch 01447: val_loss did not improve
3s - loss: 5.6292e-04 - val_loss: 5.5466e-04
Epoch 1449/1500
Epoch 01448: val_loss did not improve
3s - loss: 5.6813e-04 - val_loss: 5.4832e-04
Epoch 1450/1500
Epoch 01449: val_loss did not improve
3s - loss: 5.8560e-04 - val_loss: 5.7321e-04
Epoch 1451/1500
Epoch 01450: val_loss did not improve
3s - loss: 5.6392e-04 - val_loss: 5.6764e-04
Epoch 1452/1500
Epoch 01451: val_loss did not improve
3s - loss: 5.6082e-04 - val_loss: 5.7044e-04
Epoch 1453/1500
Epoch 01452: val_loss did not improve
3s - loss: 5.7483e-04 - val_loss: 5.3651e-04
Epoch 1454/1500
Epoch 01453: val_loss did not improve
3s - loss: 5.6946e-04 - val_loss: 5.6176e-04
Epoch 1455/1500
Epoch 01454: val_loss did not improve
3s - loss: 5.6990e-04 - val_loss: 5.7772e-04
Epoch 1456/1500
Epoch 01455: val_loss did not improve
3s - loss: 5.4525e-04 - val_loss: 5.7212e-04
Epoch 1457/1500
Epoch 01456: val_loss did not improve
3s - loss: 5.6248e-04 - val_loss: 5.7761e-04
Epoch 1458/1500
Epoch 01457: val_loss did not improve
3s - loss: 5.8838e-04 - val_loss: 5.6519e-04
Epoch 1459/1500
Epoch 01458: val_loss did not improve
3s - loss: 5.6178e-04 - val_loss: 5.8135e-04
Epoch 1460/1500
Epoch 01459: val_loss did not improve
3s - loss: 5.8506e-04 - val_loss: 5.5561e-04
Epoch 1461/1500
Epoch 01460: val_loss did not improve
3s - loss: 5.7569e-04 - val_loss: 5.6884e-04
Epoch 1462/1500
Epoch 01461: val_loss did not improve
3s - loss: 5.6962e-04 - val_loss: 5.6954e-04
Epoch 1463/1500
Epoch 01462: val_loss did not improve
3s - loss: 5.6743e-04 - val_loss: 5.7246e-04
Epoch 1464/1500
Epoch 01463: val_loss did not improve
3s - loss: 5.6810e-04 - val_loss: 5.7092e-04
Epoch 1465/1500
Epoch 01464: val_loss did not improve
3s - loss: 5.7425e-04 - val_loss: 5.6789e-04
Epoch 1466/1500
Epoch 01465: val_loss did not improve
3s - loss: 5.8324e-04 - val_loss: 5.5548e-04
Epoch 1467/1500
Epoch 01466: val_loss did not improve
3s - loss: 5.8901e-04 - val_loss: 5.6671e-04
Epoch 1468/1500
Epoch 01467: val_loss did not improve
3s - loss: 5.6283e-04 - val_loss: 5.9557e-04
Epoch 1469/1500
Epoch 01468: val_loss did not improve
3s - loss: 5.6796e-04 - val_loss: 5.8370e-04
Epoch 1470/1500
Epoch 01469: val_loss did not improve
3s - loss: 5.6393e-04 - val_loss: 5.6933e-04
Epoch 1471/1500
Epoch 01470: val_loss did not improve
3s - loss: 5.7109e-04 - val_loss: 5.7584e-04
Epoch 1472/1500
Epoch 01471: val_loss did not improve
3s - loss: 5.4949e-04 - val_loss: 5.7588e-04
Epoch 1473/1500
Epoch 01472: val_loss did not improve
3s - loss: 5.9253e-04 - val_loss: 5.6241e-04
Epoch 1474/1500
Epoch 01473: val_loss did not improve
3s - loss: 5.6513e-04 - val_loss: 5.9284e-04
Epoch 1475/1500
Epoch 01474: val_loss did not improve
3s - loss: 5.7764e-04 - val_loss: 6.3485e-04
Epoch 1476/1500
Epoch 01475: val_loss did not improve
3s - loss: 5.8154e-04 - val_loss: 5.6494e-04
Epoch 1477/1500
Epoch 01476: val_loss did not improve
3s - loss: 5.7851e-04 - val_loss: 5.9405e-04
Epoch 1478/1500
Epoch 01477: val_loss did not improve
3s - loss: 5.6407e-04 - val_loss: 6.0223e-04
Epoch 1479/1500
Epoch 01478: val_loss did not improve
3s - loss: 5.8636e-04 - val_loss: 5.9635e-04
Epoch 1480/1500
Epoch 01479: val_loss did not improve
3s - loss: 5.6187e-04 - val_loss: 5.6960e-04
Epoch 1481/1500
Epoch 01480: val_loss did not improve
3s - loss: 5.7533e-04 - val_loss: 5.5613e-04
Epoch 1482/1500
Epoch 01481: val_loss did not improve
3s - loss: 5.7787e-04 - val_loss: 5.9883e-04
Epoch 1483/1500
Epoch 01482: val_loss did not improve
3s - loss: 5.2598e-04 - val_loss: 5.8297e-04
Epoch 1484/1500
Epoch 01483: val_loss did not improve
3s - loss: 5.6093e-04 - val_loss: 5.7229e-04
Epoch 1485/1500
Epoch 01484: val_loss did not improve
3s - loss: 5.7281e-04 - val_loss: 5.9565e-04
Epoch 1486/1500
Epoch 01485: val_loss did not improve
3s - loss: 5.5933e-04 - val_loss: 5.8750e-04
Epoch 1487/1500
Epoch 01486: val_loss did not improve
3s - loss: 5.4925e-04 - val_loss: 5.6611e-04
Epoch 1488/1500
Epoch 01487: val_loss did not improve
3s - loss: 5.8204e-04 - val_loss: 5.7734e-04
Epoch 1489/1500
Epoch 01488: val_loss did not improve
3s - loss: 5.5913e-04 - val_loss: 5.7450e-04
Epoch 1490/1500
Epoch 01489: val_loss did not improve
3s - loss: 5.6948e-04 - val_loss: 6.0066e-04
Epoch 1491/1500
Epoch 01490: val_loss did not improve
3s - loss: 5.6808e-04 - val_loss: 5.9377e-04
Epoch 1492/1500
Epoch 01491: val_loss did not improve
3s - loss: 5.7451e-04 - val_loss: 5.9423e-04
Epoch 1493/1500
Epoch 01492: val_loss did not improve
3s - loss: 5.7978e-04 - val_loss: 5.8075e-04
Epoch 1494/1500
Epoch 01493: val_loss did not improve
3s - loss: 5.6753e-04 - val_loss: 5.6953e-04
Epoch 1495/1500
Epoch 01494: val_loss did not improve
3s - loss: 5.7053e-04 - val_loss: 5.7777e-04
Epoch 1496/1500
Epoch 01495: val_loss did not improve
3s - loss: 5.7423e-04 - val_loss: 5.7161e-04
Epoch 1497/1500
Epoch 01496: val_loss did not improve
3s - loss: 5.7490e-04 - val_loss: 5.7208e-04
Epoch 1498/1500
Epoch 01497: val_loss did not improve
3s - loss: 5.7103e-04 - val_loss: 5.6293e-04
Epoch 1499/1500
Epoch 01498: val_loss did not improve
3s - loss: 5.7123e-04 - val_loss: 5.6973e-04
Epoch 1500/1500
Epoch 01499: val_loss did not improve
3s - loss: 5.7753e-04 - val_loss: 5.8073e-04